Institutional Ownership Alignment and Adjustment Dynamics: A Benchmark-Relative Analysis of the Indian Equity Market

This study examines how institutional ownership evolves relative to a conditional reference formed from firms’ observable information environments and financial conditions. A balanced monthly panel of 400 Indian listed firms from April 2015 to March 2024 provides 43,200 firm-month observations. Expected ownership is estimated with firm and month fixed effects using lagged information-visibility and firm-condition variables; the difference between expected and realised ownership is treated as a benchmark-relative state, not an optimal target, independent factor, or trading signal. The signed gap is mechanically related to actual ownership (correlation −0.983), so the analysis separates changes in the fitted reference from changes in realised ownership and compares observed transition gradients with 500 within-firm temporal permutations. For positive starting gaps, one-month correction rates increase from 61.9% for moderate gaps to 82.8% for high gaps and 95.4% for severe gaps, whereas recovery rates rise only from 49.6% to 51.8%. Decomposition shows that narrowing is driven almost entirely by realised-ownership movement: at the one-month horizon, mean actual changes are 1.60, 4.79, and 8.91 percentage points across the three states, while mean expected changes are near zero. The observed severe-minus-moderate correction gradient is 0.3346, compared with a permutation mean of 0.0010 (p = 0.002). Separate foreign and domestic institutional investor analyses reproduce strong correction gradients at 1-, 3-, and 6-month horizons but yield weaker and less consistent recovery differences. Visibility improvement does not increase correction or recovery at any horizon; correction also does not reliably predict subsequent attention-friction or liquidity improvement. The evidence supports a transition framework for describing state-dependent ownership adjustment while sharply limiting causal and normative interpretation.