Does India Smooth Consumption? The Permanent-Income Volatility Ratio for India and 108 Other Economies, 1961–2024

The permanent income hypothesis makes a sharp prediction about volatility. If the growth of income per head follows a first-order autoregression with coefficient ρ, consumption growth should have a standard deviation √(1−ρ²)/(1−βρ) times that of income growth. I prove this and show that the ratio exceeds one exactly when 0 < ρ < 2β/(1+β²). Using World Bank data on real private consumption and GDP per head for 109 economies with at least 30 years of data in 1961–2024, the observed ratio has a median of 1.177, and 76.1% of economies have consumption growth more volatile than GDP growth. The formula has no predictive power across countries: the correlation between predicted and observed ratios is −0.058. India is among the smoothest, with a ratio of 0.898 (14th of 109), below the 1.105 the formula predicts from its income persistence of 0.104. But Indian consumption tracks current income closely: the correlation of the two growth rates is 0.891 and the least-squares sensitivity of consumption growth to income growth is 0.789. The instrumental-variables estimate of the Campbell-Mankiw share of current-income consumers is 1.153, but the first-stage F statistic is 1.56, so it carries no information. The ratio rose from 0.765 in 1961–1990 to 0.968 in 1991–2024, and in 2020 consumption per head fell by 6.41% against 6.92% for GDP per head, far more than in the 1979 drought.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-28
DOI
https://doi.org/10.5281/zenodo.23717466
Primary Topic
Monetary Policy and Economic Impact
Type
preprint
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Does India Smooth Consumption? The Permanent-Income Volatility Ratio for India and 108 Other Economies, 1961–2024

Manoj Kumar Aguru
Zenodo (CERN European Organization for Nuclear Research)
Monetary Policy and Economic Impact
preprint

Does India Smooth Consumption? The Permanent-Income Volatility Ratio for India and 108 Other Economies, 1961–2024

Manoj Kumar Aguru
preprint en

Abstract

The permanent income hypothesis makes a sharp prediction about volatility. If the growth of income per head follows a first-order autoregression with coefficient ρ, consumption growth should have a standard deviation √(1−ρ²)/(1−βρ) times that of income growth. I prove this and show that the ratio exceeds one exactly when 0 < ρ < 2β/(1+β²). Using World Bank data on real private consumption and GDP per head for 109 economies with at least 30 years of data in 1961–2024, the observed ratio has a median of 1.177, and 76.1% of economies have consumption growth more volatile than GDP growth. The formula has no predictive power across countries: the correlation between predicted and observed ratios is −0.058. India is among the smoothest, with a ratio of 0.898 (14th of 109), below the 1.105 the formula predicts from its income persistence of 0.104. But Indian consumption tracks current income closely: the correlation of the two growth rates is 0.891 and the least-squares sensitivity of consumption growth to income growth is 0.789. The instrumental-variables estimate of the Campbell-Mankiw share of current-income consumers is 1.153, but the first-stage F statistic is 1.56, so it carries no information. The ratio rose from 0.765 in 1961–1990 to 0.968 in 1991–2024, and in 2020 consumption per head fell by 6.41% against 6.92% for GDP per head, far more than in the 1979 drought.

Zenodo (CERN European Organization for Nuclear Research)
Chaitanya (IN)
Monetary Policy and Economic Impact
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Does India Smooth Consumption? The Permanent-Income Volatility Ratio for India and 108 Other Economies, 1961–2024 — Manoj Kumar Aguru · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS