India has physical-activity surveillance but no gym-anxiety surveillance, and the distinction matters when reading any Indian figure on this subject. The nationally representative National Noncommunicable Disease Monitoring Survey of 2017 to 2018, covering 12,000 adults, found insufficient physical activity in 41.4% of adults overall on an age-standardised basis, 52.4% of women and 51.7% of urban adults. Those are activity levels, not gym experiences.
The qualitative Indian material is thinner. Focus groups in Mumbai with 29 women and 26 men documented time pressure, family schedules, childcare and absent family support as barriers to recreational activity. Direct Indian evidence quantifying staring, harassment, clothing norms, family permission, demand for women trainers, women-only timings or travel safety was not found. Broader South Asian qualitative reviews do support concerns about modesty, mixed-sex facilities and safety, but they cannot supply Indian prevalence figures.
What India lacks specifically: validated score distributions for these instruments in adults with higher body weight, data linking anxiety to membership lapse, and controlled tests of either low-exposure inductions or changes to facility design.
Where distress about using a gym persists or reaches the level of panic, that is worth discussing with a mental-health professional, which is a referral boundary rather than a diagnosis anyone can make from an article. Paying for supervision is a decision on its own merits rather than a fix for the room, so choosing a trainer is the part of it a reader controls.
Start a Voy assessment if you want a clinician-led starting point for weight and metabolic health before you decide about the gym.