MD Analytics

MD Analytics — Recruited physician-panel opinion dataset on pharmaceutical promotional engagement: item-level survey responses from a standing bilingual (English/French) healthcare-professional panel covering acceptance versus decline of remote detailing invitations by region and specialty, channel preference ranked across videoconference, phone, email and in-person, named barriers to videoconferencing, attributes of an ideal virtual call, and preferred platform. Each fielded study adds a new wave of physician-level attitudinal responses tied to specialist, province or state, and practice typ…

MD Analytics offers (Alternative, Sentiment) — Per-study volumes in the hundreds to low thousands of physician responses (the cited study completed 339). Cumulative panel archive estimated at ~100,000-500,000 completed physician responses across all studies to date, with an additional doubling effect on the Canadian corpus because questions are fielded in paired English and French. Basis: observed single-wave count scaled by recurring wave cadence; not a vendor-stated total..

Pharma commercial: remote and omnichannel detailing strategy, channel-mix design, call-planning rules, and virtual-calling training content for reps. Market research buyers: benchmarking acceptance rates across regions and specialties. Machine learning: labeled physician-segment preference data for models predicting whether a given prescriber profile will accept a virtual versus in-person interaction, plus bilingual (English/French) medical opinion text for intent and sentiment classification in a low-resource professional register.

The data is with 15 years of history.

Coverage spans US, Other; Health Care Technology, Research & Consulting Services; alternative, sentiment; equities.