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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.)

Bharat’s Jetson Cities, Light-years Away from Nature

Jan 18, 2025
5 min read

Updated: Jan 20, 2025

Jetson Cities

One thing is for certain: our Bharatiya cities, the big metros and towns, are fast becoming like the ‘Jetson’ cities. For those who are unaware of Jetson cities, these were first shown in the famous Hanna-Barbera cartoon series, the Jetsons, set in the 2100s, where cities are air-tight glass globules tethered to the ground, and the only way to get in and out are the flying cars. Yes, we, the city-dwellers, aspire to tall skyscrapers, spectacular bridges, world-class tunnels, swooshing metro trains, and we are building Jetson-like flying cars. A few HD drone images here and there, during the day and at night and around twilight, and we are content that our cities have become the cynosure of our own eyes. We want our cities to be brightly lit, with neon signs, laser shows, and large billboard videos. We would then fulfil our inner desire to have a city on par with Tokyo, New York, and Shanghai.


Our buildings, designed for the next 30 years, are well air-conditioned, shielding occupants from a soupy dust bowl of brown smog, soot, particulate matter, and fine dust. It is said that most new home buyers invest at least 10% of their property’s price in enhancing the interiors, soundproofing their homes, using air purifiers and conditioners, and disconnecting from the outside world for that much-needed solace. Indeed, large builders promote their projects as close to nature amidst tranquillity. However, there is always another builder eager to get one plot of land ahead of yours to enjoy that nature. To be truthful, access to nature now comes at a premium - even the skies.


Let’s assume the working-age population is occupied in the leisure of our Jetson cities, but how many of their young school and college-going kids have seen the long arm of the Milky Way galaxy from their cities? How many have witnessed a comet zooming by? How many know about endemic plants with medicinal properties? When did they last see a chirping house sparrow? How many know that the nearest sewage drain was once a freshwater stream? When did they last find their suburban beach prettier than the resort beaches of Maldives?


The intent to ask these questions is simple: Bharat is currently at a crossroads. Pundits are enthusiastic about a cultural renaissance on the horizon. Corporate leaders, on the other hand, want us to invest hundreds of hours each week to pay our dues to the growth of the national GDP. But no one asks, if a cultural renaissance is to occur, who will generate the new understandings and insights of nature that arise typically during such a period of human advancement? No one is actually asking, for whom are we building the nation if there is no time for children, or worse, if there is no time or intent to have children. In the process of growing rich, we are about to become old. By 2047, 65% of the population under the age of 35 will grow beyond 35 all at once, and we’d have an enormous population in advanced ages with a tapering young population, a graph that looks like a banyan tree. Unfortunately, that young population will have no access to the knowledge that nature has to offer, neither flora and fauna nor the seas and the skies.


Our urbane lifestyles need tempering. Such tempering can occur only if we ensure the revival of natural sciences during this period of cultural renaissance and nation-building. Let’s not rely solely on the educational system. With Indian Knowledge Systems, constructive changes are underway, and academic curricula are poised to improve for the greater good. However, true knowledge arises only when parents and grandparents introduce children to nature. Genuine understanding also develops from extracurricular activities in schools and colleges that encourage kids to observe, journal, and act on their discoveries. On the positive side, our country’s forest cover is increasing, as announced by the government. However, efforts must be made to ensure that every school or college, whether in Mumbai, Vijayawada, Gorakhpur, Ratlam, Thrissur, Bhuj, Faridabad, Imphal, Manali, Cuttack, or Ajmer, guarantees that their students are well aware of the endemic nature of their surroundings and are regularly observing and recording data on whatever interests them. Let kids observe rivers and understand the volume of water that flows through them. Let children learn about the decline of house sparrows in their cities and what steps should be taken to revive their populations. Let them study the bees in their nearby groves and recognise the vital role these bees play in nature.


Of course, you need to learn AI, robotics, fintech, the next generation of management courses, and all the engineering bells and whistles. However, we must not leave the next generation with inadequate comprehension and skills for understanding nature. We must ensure that nature conservation is not merely lip service or a tool for politicised green activists. This can be achieved if natural sciences are given the respect they deserve at the school, undergraduate, and postgraduate levels.


Indeed, I am a plebeian, and you might feel that you, too, could write a rant about the plight of our urban lives. Urban development and municipal experts have many solutions to propose, but few are willing to take action. However, that is not the issue I wish to highlight. I aim to illustrate a much larger concern—that Indian city dwellers are disoriented and devoid of nature, lacking a guiding star to lead them toward a brighter future. Our cities of Mumbai, Delhi, Bengaluru, Ahmedabad, Kolkata, and Chennai have taken on characteristics reminiscent of Jetson-like cities. We show little regard for the Nagar Devata, Gram Devata, and Van Devata, who have protected the cities, towns, and forests that once surrounded us. We wait for formal governance to clean up our beaches, rivers, and ponds without making sufficient efforts to prevent pollution in the first place.


For those striving to grasp spirituality not through the Puranas and Aadi-Granth but through new-age podcasts, I recommend watching Vinay Varanasi’s podcast on Bhagavan Vishnu’s Dashavatar. If it is clear that Bhagavan Vishnu does not tolerate disregard for Bhudevi or Mother Earth, why do we, the devotees of Bhagavan Vishnu, continue to pollute our Mother Earth—her air, soil, waters, and sounds? Or have we taken Elon Musk's words at face value, assuming our next destination is Mars after destroying Earth, only to ruin Mars later, even worse than its current clinically sterile state? If that is the case, then bear with me when I say this: these Jetson cities stand on precarious pillars of ego, victimhood, apathy, and consumerism, waiting to be toppled either by the true harbingers of order or by false prophets. Therefore, teach the next generations to observe nature, appreciate our coexistence with other species, and venerate the forces of nature. By doing so, we humans will be good, at least for the next thousand years. If not, prepare for a bleak future by the end of this century.


(The author is a Space and Emerging Technology Fellow at the Centre for Security, Strategy and Technology, Observer Research Foundation, Mumbai. Views personal.)

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