Fieldnetglobal

FIELDNET Global Research — India prescription-and-retail pharmaceutical panel: verified physician, chemist (pharmacy), stockist and distributor records spanning metro through tier-3 and rural India, structured around molecule awareness, line-of-therapy progression, switching triggers, generic-versus-branded dynamics and prescription share. Distinct second layer is retail-audit data from chemist and mystery-shopper programs: stock availability at outlet level, pharmacist brand substitution behaviour when a prescription is presented, margin sensitivity driving which brand a chemist pushes, and …

Fieldnetglobal offers (Alternative, Sentiment, Supply Chain, Geospatial) — No vendor-stated totals. Estimated ~200,000-800,000 completed respondent interviews and outlet audits accumulated across the firm's operating life given pan-India multi-city programme running several methods concurrently. Of these, an estimated 20,000-100,000 recorded interviews at 20-45 minutes each yields roughly 10,000-40,000 hours of multilingual Indian clinical-audio — the scarcest component. All figures are inferred from the described method mix and geography, not stated by the firm..

Pharma and generics commercial strategy: therapy-positioning and line-of-therapy models, prescriber territory allocation across Indian cities and towns, brand-versus-generic share forecasting, and detailing strategy for markets that US-centric panels never sample. Retail and distribution: last-mile availability and out-of-stock modelling, pharmacist-influence and substitution risk scoring, and pricing or margin strategy for OTC and generics. Machine learning: rare audio corpora of Indian-clinical speech across Hindi, Marathi, Tamil, Telugu and other regional registers (physician interviews and CATI calls) for ASR and clinical-intent models, plus labeled prescription-choice data for choice models in an under-represented market.

The data is with 12 years of history.

Coverage spans APAC; Pharmaceuticals, Research & Consulting Services; alternative, sentiment, supply_chain, geospatial; equities.