Some Perspective › Analysis
Analysis libraryEach entry takes one relationship in the dataset and states what it shows and what follows from it. These are standing analyses rather than dated posts — they are rebuilt from the dataset on every refresh, so they always reflect the current figures. Data vintage: 2026-08-15.
CC BY 4.0 13 categories Dated changes → Updates
The relevant comparison set for Indian press freedom is now Turkey, not Brazil or South Africa.
The regime comparison is mechanical — averaging, not interpretation. It does not flatter either side.
A democracy can fall this far while remaining electorally competitive — Hungary showed it first.
Decline isn't inevitable — peer countries have demonstrably reversed it.
The decline in two ostensibly separate institutions is empirically a single phenomenon.
India's press environment is now judged worse than that of every immediate neighbour except Afghanistan.
On the most-cited cross-country democracy index, India has erased four decades of liberalisation in one.
No single index tells the whole story, but every credible index points the same direction.
A specific tool of political pressure shifted from rare to routine within a single decade.
A democracy can be functionally undone without ever being formally suspended.
GST plus cesses mean states retain less of the divisible pool than at any point since the 14th Finance Commission framework.
A nominally federal tax structure has been redirected by changing the labels on the revenue itself.
Despite GDP up 90% cumulatively, the rural household is no better off in real terms than in 2014.
The recovery was reported in GDP terms but not lived in employment terms.
Average GDP growth is a useful number — but for India today, the spread around the average is the story.
Headline GDP growth and labour market quality are decoupled — not just unrelated, but opposed.
The three indices are correlated because the underlying processes are correlated — not by construction.
A growing economy has redistributed upward for twelve straight years.
Within India's already-high inequality, wealth inequality is meaningfully higher than income inequality.
A literal majority of Indians has a smaller slice of national income today than they had in 2014.
Aggregate labour data masks the structural mismatch facing the educated workforce.
Indian women's formal participation in the labour market regressed during a growth boom.
The jobs that replaced shrinking formal employment carry none of formal employment's protections.
Nine in ten Indian workers have no statutory pension, EPF, ESI, or written contract.
The cohort that should be powering growth is the one most excluded from formal work.
A policy regime can be visible in a labour market series even before the headline reports catch up.
This is the most-consistent multi-year trend in the entire labour-market dataset.
The index is transparent enough that anyone can replicate it from the public record of statistical events.
Democratic quality is multiplicative, not additive — one weak pillar undermines the rest.
The FCI is a snapshot of how much fiscal autonomy states have lost in measurable, audited terms.
Where there is sustained political will and clear measurement, India's state can move very fast.
Even with conservative counting, the floor of communal violence has risen substantially.
A democratic state is being audited with less independent data than before — the acute events eased, but the institutional damage is permanent.
The institutions that gate the labour market are showing visible strain.
India is the world's most populous country and has not formally counted itself in 15 years.
The headline unemployment rate is a misleading benchmark for India because of the definition of 'employed'.