Economic advancement can’t be judged through a single income figure, other conditions apply

Does earning a higher income mean a family has overcome generations of disadvantage? Can two households with similar incomes enjoy different opportunities because of their education, occupation and accumulated assets? These questions lie at the heart of India's renewed creamy layer debate. Supreme Court's March 11 judgment - upheld last Friday - emphasised that parental salary alone cannot determine 'creamy layer' status among OBCs without considering occupational and service status criteria.

So, how should India recognise socioeconomic advancement? Tracking economic progress of SC, ST and OBC households between 2004-05 and 2023-24 reveals advancement, but also differences in opportunity and economic outcomes. In 2004-05, average SC household income was only 53% of that among 'Others', the survey's comparison category. ST households stood at 47% and OBC households at 69%. By 2022-23, they had increased to 76%, 72%, and 87%, respectively.

Official consumption data confirm this convergence. Between 2004-05 and 2023-24, SC consumption relative to 'Others' rose from 55% to 69%, ST from 47% to 59%, and OBC from 66% to 83%. The economic distance between communities has narrowed substantially although gaps remain, particularly for SC and ST households.


Education

In 2004-05, only 3% of SC, 2% of ST, and 5% of OBC households had a graduate or more educated member, compared with 15% among 'Others'. By 2022-23, these proportions had increased to about 9%, 5%, 13%, and 23%, respectively. Educational advancement has been widespread but differences remain. Graduate presence among OBC households has moved closer to 'Others', while SC and ST households continue to lag.

Occupational change

Proportion of SC households whose principal income source was regular salaried employment increased from about 13% to 20%, ST from 8% to 15%, and OBC from 15% to 21%. Among 'Others', the increase was from 25% to 28%.

Expansion of salaried employment has been faster among disadvantaged communities, but access to such positions remains unequal. Educational attainment and occupational security are related achievements, not interchangeable measures of advancement. Difference becomes clearer when households with comparable characteristics are examined.

After accounting for education, occupation, household size and location, SC household incomes are found to remain about 9% below 'Others', ST and OBC incomes 17% and 4% lower, respectively. These are statistical associations rather than measures of discrimination, but they reveal something important: improvements in educational qualifications and occupational position do not automatically eliminate differences in economic outcomes. Access to opportunity and rewards associated with it must be considered.

Distinction also helps explain how convergence has occurred. Among STs, improvements in educational and occupational composition account for much of the relative income gain. SC households have benefited from both movement into better positions and narrowing income differences within comparable positions. OBC households have experienced substantial gains through both. Their development trajectories differ not only in the extent of advancement but also in the routes through which it has occurred.

What does this mean for identifying 'creamy layer'? Existing central OBC framework recognises that economic advancement cannot be judged through a single income figure. It considers parental occupational status and specified service categories, professional and business circumstances, property, and an income or wealth test.

The commonly cited ₹8 lakh threshold is, therefore, not a universal household salary cutoff. The underlying principle is that sustained socioeconomic advantage involves more than current earnings. Three dimensions that matter are worth examining:

Education

But educational background of parents, and opportunities available to children can differ even among households with similar qualifications.

Occupational position

Secure professional and salaried employment provides greater stability and opportunities for advancement.

Accumulated assets and housing security

Families with similar incomes may possess different capacities to withstand economic shocks, or finance the next generation's education.

A first-gen graduate supporting a family through insecure employment may earn as much as someone from an established professional household. But his or her accumulated economic security can be very different.

Equally, some households within historically disadvantaged communities have achieved substantial and sustained advancement. Recognising both realities is essential to understanding contemporary inequality.

None of these findings establishes where a legal 'creamy layer' boundary should be drawn, or whether the OBC principle should extend to SCs and STs. Nor can observed progress be attributed solely to reservation, since economic growth, urbanisation, educational expansion and public programmes have also shaped opportunities.

What two decades of evidence establishes is more fundamental. India has experienced substantial convergence between social groups alongside growing economic differentiation within them. The challenge is to distinguish temporary income gains from durable socioeconomic advancement, and improvements in current circumstances from advantages accumulated across generations.

India's reservation debate is often presented as a choice between caste and class. Household evidence suggests a more demanding understanding. Caste continues to shape opportunity, while education, occupation, income and accumulated assets increasingly differentiate households within social groups. A meaningful assessment of advancement must recognise both inherited disadvantage and achieved economic security.

The writer is MD-CEO, People Research on India's Consumer Economy (PRICE)