Conspicuous Inequality – II

Since the earliest days of capitalist development, inequality has captivated policymakers and researchers alike. By the time Kuznets penned his influential article, a lot of water had gone under that bridge.

The Physiocrats and primarily Classical Political Economy—spearheaded by Adam Smith—deserve particular mention. They placed inequality at the very heart of the theoretical framework, probing how wealth diffused among different social classes. This led to comprehensive distribution theories, most notably under Ricardo and Marx, whose approaches diverged sharply. By the late 19th century, Booth and Rowntree, among others, had conducted empirical investigations into poverty that rattled the English public—although Engels anticipated them by almost half a century with his classic work on the English working class.

Almost simultaneously, the so-called “marginal revolution” in economics dramatically shifted the analytical lens from social to personal distribution. As a result, inequality faded from mainstream focus, perhaps with the notable exception of Pigou, who in the early 20th century established the foundations of welfare economics. It fell to thinkers such as J. Hobson, Veblen, R.H. Tawney, and Kalecki—some of whom were not strictly economists—to keep the study of inequality alive. Pareto is a striking case: once a central figure among the marginalists and still frequently quoted by mainstream economists, he soon became disenchanted, redirected his formidable intellect toward sociology, and openly critiqued his former colleagues.

Arguably, many of these thinkers were motivated to build distributional theories that could illuminate inequality under capitalism and guide real-world policy. It’s important to recall that trustworthy data on inequality was rare—and even when available, often questionable. Making robust empirical research was therefore a genuine challenge. Since mainstream economics did not prioritize inequality, official statistics typically looked elsewhere. Moreover, research on inequality conducted by those outside the dominant economics school was largely ignored.

Broadly speaking, this was the backdrop for Kuznets’s landmark 1955 article. By then, the Cold War was in full swing—a reality a Russian émigré like Kuznets could hardly ignore. The Korean War had just ended, while Senator McCarthy was already actively pursuing “communists.” In a way, his main hypothesis that (capitalist) economic growth eventually leads to less inequality does fit a Cold War atmosphere. Notably, Kuznets’s article was not a formal paper but the text of his 1954 speech at the annual meeting of the American Economic Association. It is also unclear whether Kuznets read any of the aforementioned heterodox authors, as his research on the topic does not reference them. Nonetheless, he could also be considered something of an outsider to mainstream economics, given his particular approach to the field, despite earning his Ph.D. at Columbia University.

Oddly enough, the article’s publication did not immediately trigger a large influx of research. In fact, it was mostly overlooked. A few researchers began following his cues in the 1960s (see references below). Change began in the early 1970s as both supporters and critics emerged. With more relevant data available, most research centered on developing econometric models to test his inverted-U hypothesis. By the end of the 1970s, inequality research had decreased significantly after an earlier rapid increase. Research activity did not pick up again until the mid-1990s. At that point, inequality in advanced economies began to rise again, challenging Kuznets’ hypothesis. Twenty years later, Piketty introduced substantial new criticisms. Supporters of Kuznets’ work responded, adding more armor to protect the crumbling fort.

The selected references at the end of this post include both early groundbreaking research and recent contributions. Applying Hegelian logic to categorize this research, I can divide most of this work into three closely related groups, corresponding to the logic’s three moments: 1. Abstraction—understanding. 2. Dialectical—negation. 3. Speculative—negation of negation.

The first group comprises what I call the Kuznets team (KT). This group comprises the pioneers who fully understood the hypothesis and ran with it. Yet, KT is not homogeneous. From a theoretical perspective, two distinct subgroups emerge: the empiricists and the structuralists. The empiricists primarily used econometric techniques to test the inverted-U hypothesis, generally relying on the basic Kuznets model I described in the previous post. They were predominant in the 1970s. In contrast, the KT structuralists dominated the 1990s. They leveraged more sophisticated models that introduced parameters such as urbanization, education, financial development, and institutional change, among others. They also had access to more reliable data. However, it is well known that in econometrics, introducing additional variables into a given model typically improves performance—as long as issues such as misspecification, autocorrelation, multicollinearity, and heteroskedasticity are adequately addressed. Both groups included critics who sought greater precision and improved estimation methods. Finally, proponents of the environmental Kuznets curve, emerging in the 1990s, also belonged to this team.

The second group, notably smaller, is the critical Kuznets team (CKT), led by Piketty and his collaborators. CKT challenged the purported dynamics of the inverted-U hypothesis. Its research suggested that the inverted-U curve applied only to a specific period: essentially, from the end of WWI to the late 1960s and early 1970s, triggered by exogenous shocks (war, social upheaval, etc.). Since then, inequality has followed a U-shaped curve, as discussed previously. In other words, Kuznets could not see the forest for the trees. While the empirical negation of the curve can be deemed as relative, the theoretical one is absolute in Hegelian speak. Indeed, CKT posits that rising inequality is an internal feature of modern capitalism. It is a feature, not a bug. On that basis, it proclaims that only targeted policies and state intervention can alter this trajectory. This is an anathema to the neoliberal establishment, of course. Unlike KT, CKT’s approach differs by grounding its critique on sound theoretical grounds. Addressing its challenge will thereby require an alternative analytical framework. Throwing in more creative econometric models alone will not suffice.

The speculative Kuznets team (SKT) is led by Milanovic and supported by the latest research (see references again!). It tackles the challenge head-on in its attempt to rescue the battered Kuznets curve from dialectical obliteration. The creative mechanism Milanovic deploys relies on Kuznets cycles (or waves), which occur every 15 to 25 years. Such waves are triggered by the development of new general-purpose technologies. At the beginning of every new wave, inequality tends to increase, but eventually it reverses. Here, the Kuznets curve comes back swinging! However, the original assumption that long-term economic growth leads to decreased inequality has now vanished. Moreover, the detailed mechanism that explains why the curve occurs cyclically is missing. The same goes for its inflection point within each Kuznets cycle. Compared to Piketty’s endogenous mechanisms, SKT’s framework still needs to do a lot of work to fully negate the negators. While creative, it remains highly descriptive and speculative.

SKT could have instead introduced Kondratiev’s long waves, which last 50 years and are partly triggered by technological innovation. Authors such as Schumpeter, Freeman, C. Perez, Mandel, Tylecote, and D. M. Gordon have done extensive work on long waves. Although agreement on their internal dynamics has not been reached, each author provides a sound analytical framework to explain it. Plugging in the Kuznets curve into any of them is thus quite plausible. Note that Kuznets did not specify a timeline for his inverted-U curve. The scant data he shares in this original article cover, for example, over 50 years in the UK and Germany. Moreover, the U.S. graph I shared in the previous post spans 112 years, suggesting that inequality dynamics may better fit within long-wave curves.

We can redo that chart and only include the years that Kuznets originally considered. From the econometric analysis, I know the basic model detects breakpoints (or inflection points) in  1924, 1942, 1966 and 1981. The graph below depicts the Kuznets curve for the period 1913-1955, the year his article was published.

Although a complete inverted-U curve does not emerge, the data indicate a consistent decrease in inequality since 1913. This supports the validity of Kuznets’s hypothesis. However, it is unlikely that Kuznets anticipated the pronounced reversal that began in the early 1960s and intensified after 1981, shortly before his death. The timeline is also pertinent to our analysis, as it substantiates the notion that Kondratiev’s long waves are best suited to sustain their prospective resurgence, as promoted by SKT over the past decade. Keep trying, though!

Raul

References

Acemoglu, D., & Robinson, J. A. (2002). The Political Economy of the Kuznets Curve. Review of Development Economics, 6(2), 183–203. https://doi.org/10.1111/1467-9361.00149

Aghion, P., Caroli, E., & García-Peñalosa, C. (1999). Inequality and Economic Growth: The Perspective of the New Growth Theories. Journal of Economic Literature, 37(4), 1615–1660. JSTOR. https://doi.org/10.1257/jel.37.4.1615

Ahluwalia, M. S. (1976). Income Distribution and Development: Some Stylized Facts. The American Economic Review, 66(2), 128–135. JSTOR.

Ahluwalia, M. S. (1976). Inequality, poverty and development. Journal of Development Economics, 3(4), 307–342. https://doi.org/10.1016/0304-3878(76)90027-4

Ajanaku, B. A., & Collins, A. R. (2021). Economic growth and deforestation in African countries: Is the environmental Kuznets curve hypothesis applicable? Forest Policy and Economics, 129, 102488. https://doi.org/10.1016/j.forpol.2021.102488

Anand, S., & Kanbur, S. M. R. (1993a). The Kuznets process and the inequality—Development relationship. Journal of Development Economics, 40(1), 25–52. https://doi.org/10.1016/0304-3878(93)90103-T

Anand, S., & Kanbur, S. M. R. (1993b). Inequality and development A critique. Journal of Development Economics, 41(1), 19–43. https://doi.org/10.1016/0304-3878(93)90035-L

Aquilas, N. A., Mukong, A. K., Kimengsi, J. N., & Ngangnchi, F. H. (2022). Economic activities and deforestation in the Congo basin: An environmental Kuznets curve framework analysis. Environmental Challenges, 8, 100553. https://doi.org/10.1016/j.envc.2022.100553

Atkinson, A. B. (1970). On the measurement of inequality. Journal of Economic Theory, 2(3), 244–263. https://doi.org/10.1016/0022-0531(70)90039-6

Barro, R. J. (2000). Inequality and Growth in a Panel of Countries. Journal of Economic Growth, 5, 5–32. https://doi.org/10.1023/A:1009850119329

Baymul, Ç., & Sen, K. (2019). Kuznets Revisited: What Do We Know about the Relationship between Structural Transformation and Inequality? Asian Development Review, 36(1), 136–167. https://doi.org/10.1162/adev_a_00126

Baymul, C., & Sen, K. (2020). Was Kuznets Right? New Evidence on the Relationship between Structural Transformation and Inequality. The Journal of Development Studies, 56(9), 1643–1662. https://doi.org/10.1080/00220388.2019.1702161

Bourguignon, F., & Morrisson, C. (1998). Inequality and development: The role of dualism. Journal of Development Economics, 57(2), 233–257. https://doi.org/10.1016/S0304-3878(98)00089-3

Branco, K. J., & Williamson, J. B. (1988). Economic Development and Income Distribution: A Cross-National Analysis. The American Journal of Economics and Sociology, 47(3), 277–297. JSTOR. https://doi.org/10.1111/j.1536-7150.1988.tb02040.x

Breunig, R., & Majeed, O. (2020). Inequality, poverty and economic growth. International Economics, 161, 83–99. https://doi.org/10.1016/j.inteco.2019.11.005

Chancel, L., & Piketty, T. (2021). Global Income Inequality, 1820–2020: The Persistence and Mutation of Extreme Inequality. Journal of the European Economic Association, 19(6), 3025–3062. https://doi.org/10.1093/jeea/jvab047

Deininger, K., & Squire, L. (1996). A New Data Set Measuring Income Inequality. The World Bank Economic Review, 10(3), 565–591. https://doi.org/10.1093/wber/10.3.565

Deininger, K., & Squire, L. (1998). New ways of looking at old issues: Inequality and growth. Journal of Development Economics, 57(2), 259–287. https://doi.org/10.1016/S0304-3878(98)00099-6

Dinda, S. (2004). Environmental Kuznets Curve Hypothesis: A Survey. Ecological Economics, 49(4), 431–455. https://doi.org/10.1016/j.ecolecon.2004.02.011

Eastin, J., & Prakash, A. (2013). Economic Development and Gender Equality: Is There a Gender Kuznets Curve? World Politics, 65(1), 156–186. https://doi.org/10.1017/S0043887112000275

Ferreira, F. H. G., Moramarco, D., & Peragine, V. (2025). Economic development and inequality of opportunity: Kuznets meets the Great Gatsby? Structural Change and Economic Dynamics. https://doi.org/10.1016/j.strueco.2025.11.006

Fogel, R. W., Fogel, E. M., Guglielmo, M., & Grotte, N. (2013). Political Arithmetic: Simon Kuznets and the Empirical Tradition in Economics. University of Chicago Press.

Fogel, R. W. (1987). Some Notes on the Scientific Methods of Simon Kuznets (SSRN Scholarly Paper No. 227103). Social Science Research Network. https://papers.ssrn.com/abstract=227103

Freeman, C., & Perez, C. (1988). Structural Crises of Adjustment: Business Cycles and Investment Behaviour. In In Dosi, G. et.al (ed) Technical Change and Economic Theory (pp. 38–66). Francis Pinter.

Freeman, C. (Ed.). (1984). Long waves in the world economy. Pinter.

Galbraith, J. K., Kanbur, R., Sen, K., Sumner, A., & UNU-WIDER. (2025). Kuznets at 70: The enduring significance of a curve and a hypothesis (WIDER Working Paper No. 2025; WIDER Working Paper, Vol. 2025). UNU-WIDER. https://doi.org/10.35188/UNU-WIDER/2025/605-6

Galor, O., & Tsiddon, D. (1996). Income Distribution and Growth: The Kuznets Hypothesis Revisited. Economica, 63(250), S103–S117. https://doi.org/10.2307/2554811

Glomm, G., & Ravikumar, B. (1998). Increasing returns, human capital, and the Kuznets curve. Journal of Development Economics, 55(2), 353–367. https://doi.org/10.1016/S0304-3878(98)00040-6

Grossman, G. M., & Krueger, A. B. (1991). Environmental Impacts of a North American Free Trade Agreement (Working Paper No. 3914). National Bureau of Economic Research. https://doi.org/10.3386/w3914

Hecht, J. (2025). Are Long Waves 50 Years? Reexamining Economic and Financial Long Wave Periodicities in Kondratieff and Schumpeter. Review of Political Economy, 37(4), 1681–1715. https://doi.org/10.1080/09538259.2023.2280803

Higgins, M., & Williamson, J. G. (1999). Explaining Inequality the World Round: Cohort Size, Kuznets Curves, and Openness (Working Paper No. 7224). National Bureau of Economic Research. https://doi.org/10.3386/w7224

Jovanovic, B. (2018). When is there a Kuznets curve? Some evidence from the ex-socialist countries. Economic Systems, 42(2), 248–268. https://doi.org/10.1016/j.ecosys.2017.06.004

Kanbur, R., Ortiz-Juarez, E., & Sumner, A. (2024). Is the era of declining global income inequality over? Structural Change and Economic Dynamics, 70, 45–55. https://doi.org/10.1016/j.strueco.2024.01.002

Keijzer, S. & Sen, K. (2025). Revisiting the Kuznets curve, 70 years on (WIDER Working Paper No. 2025; WIDER Working Paper, Vol. 2025). UNU-WIDER. https://doi.org/10.35188/UNU-WIDER/2025/638-4

Kravis, I. B. (1960). International Differences in the Distribution of Income. The Review of Economics and Statistics, 42(4), 408–416. https://doi.org/10.2307/1925690

Kuznets, S. (1955). Economic Growth and Income Inequality. The American Economic Review, 45(1), 1–28. JSTOR.

Kuznets, S. (1963). Quantitative Aspects of the Economic Growth of Nations: VIII. Distribution of Income by Size. Economic Development and Cultural Change, 11(2, Part 2), 1–80. https://doi.org/10.1086/450006

Kuznets, S. (1967). [1930] Secular movements in production and prices: Their nature and their bearing upon cyclical fluctuations. Kelley.

Lakner, C., & Milanovic, B. (2016). Global Income Distribution: From the Fall of the Berlin Wall to the Great Recession. The World Bank Economic Review, 30(2), 203–232. https://doi.org/10.1093/wber/lhv039

Lessmann, C. (2014). Spatial inequality and development—Is there an inverted-U relationship? Journal of Development Economics, 106, 35–51. https://doi.org/10.1016/j.jdeveco.2013.08.011

Lydall, H. F. (1968). The structure of earnings. Clarendon.

Madsen, J., & Strulik, H. (2025). Taking Kuznets seriously. Journal of Economic Growth. https://doi.org/10.1007/s10887-025-09262-6

Mandel, E. (1995). Long waves of capitalist development: A Marxist interpretation; based on the Marshall lectures given at the University of Cambridge (2. rev. ed). Verso.

Mdingi, K., & Ho, S.-Y. (2021). Literature review on income inequality and economic growth. MethodsX, 8, 101402. https://doi.org/10.1016/j.mex.2021.101402

Milanovic, B. (2016). Global Inequality: A New Approach for the Age of Globalization. Harvard University Press. https://doi.org/10.4159/9780674969797

Morgan, M. & Souza, P. (2025). Distribution in late development: The political economy of the Kuznets curse in Brazil (WIDER Working Paper No. 2025; WIDER Working Paper, Vol. 2025). UNU-WIDER. https://doi.org/10.35188/UNU-WIDER/2025/559-2

Naveed, A., Ahmad, N., FathollahZadeh Aghdam, R., & Menegaki, A. N. (2022). What have we learned from Environmental Kuznets Curve hypothesis? A citation-based systematic literature review and content analysis. Energy Strategy Reviews, 44, 100946. https://doi.org/10.1016/j.esr.2022.100946

Oshima, H. T. (1962). The International Comparison of Size Distribution of Family Incomes with Special Reference to Asia. The Review of Economics and Statistics, 44(4), 439–445. https://doi.org/10.2307/1926661

Özokcu, S., & Özdemir, Ö. (2017). Economic growth, energy, and environmental Kuznets curve. Renewable and Sustainable Energy Reviews, 72, 639–647. https://doi.org/10.1016/j.rser.2017.01.059

Pablo-Romero, M. del P., & De Jesús, J. (2016). Economic growth and energy consumption: The Energy-Environmental Kuznets Curve for Latin America and the Caribbean. Renewable and Sustainable Energy Reviews, 60, 1343–1350. https://doi.org/10.1016/j.rser.2016.03.029

Papanek, G. F., & Kyn, O. (1986). The effect on income distribution of development, the growth rate and economic strategy. Journal of Development Economics, 23(1), 55–65. https://doi.org/10.1016/0304-3878(86)90079-9

Paukert, F. (1973). Income Distribution at Different Levels of Development: A Survey of Evidence. International Labour Review, 108, 97–120.

Paul, S., & Sen, K. (2026). Kuznets in the Twenty-First Century: Mexico and United States Compared. Structural Change and Economic Dynamics. https://doi.org/10.1016/j.strueco.2026.02.007

Perez, C. (2003). Technological revolutions and financial capital: The dynamics of bubbles and golden ages (Repr). Elgar.

Piketty, T., & Saez, E. (2003). Income Inequality in the United States, 1913–1998*. The Quarterly Journal of Economics, 118(1), 1–41. https://doi.org/10.1162/00335530360535135

Piketty, T., Yang, L., & Zucman, G. (2019). Capital Accumulation, Private Property, and Rising Inequality in China, 1978–2015. American Economic Review, 109(7), 2469–2496. https://doi.org/10.1257/aer.20170973

Policardo, L., & Sanchez Carrera, E. J. (2024). Wealth inequality and economic growth: Evidence from the US and France. Socio-Economic Planning Sciences, 92, 101804. https://doi.org/10.1016/j.seps.2024.101804

Ravallion, M., & Chen, S. (2021). Is that Really a Kuznets Curve? Turning Points for Income Inequality in China (Working Paper No. 29199). National Bureau of Economic Research. https://doi.org/10.3386/w29199

Robinson, S. (1976). A Note on the U Hypothesis Relating Income Inequality and Economic Development. The American Economic Review, 66(3), 437–440. JSTOR.

Roy Chowdhury, R., & Moran, E. F. (2012). Turning the curve: A critical review of Kuznets approaches. Applied Geography, 32(1), 3–11. https://doi.org/10.1016/j.apgeog.2010.07.004

Sen, A. K. (1997). From Income Inequality to Economic Inequality. Southern Economic Journal, 64(2), 384–401. JSTOR. https://doi.org/10.2307/1060857

Solomou, S. (1990). Phases of economic growth, 1850 – 1973: Kondratieff waves and Kuznets swings (1. paperback ed). Cambridge Univ. Press.

Stern, D. I. (2004). The Rise and Fall of the Environmental Kuznets Curve. World Development, 32(8), 1419–1439. https://doi.org/10.1016/j.worlddev.2004.03.004

Sundrum, R. M. (1974). Aspects of Economic Inequality in Developing Countries. The Bangladesh Economic Review, 2(1), 445–468. JSTOR.

Tang, D., Boamah, V., & Ben Amara, D. (2025). Revisiting the Environmental Kuznets Curve in West Africa: A spatial econometric analysis of growth, globalization, and emissions. Journal of Environmental Management, 395, 127723. https://doi.org/10.1016/j.jenvman.2025.127723

Tawney, R. H. (1979). Equality (4. impr). Allen & Unwin.

Tylecote, A. (2013). The Long Wave in the World Economy: The Current Crisis in Historical Perspective. Taylor and Francis.

Yao, S., Zhang, S., & Zhang, X. (2019). Renewable energy, carbon emission and economic growth: A revised environmental Kuznets Curve perspective. Journal of Cleaner Production, 235, 1338–1352. https://doi.org/10.1016/j.jclepro.2019.07.069

Zhang, J. (2026). Learning to Industrialize: Ideas, Institutions and Power in the Development of Industrial Parks in Ethiopia. Development and Change, 57(2), 377–406. https://doi.org/10.1111/dech.70053