Clinical trials : (Searches for all relevant trials from PUBMED, .gov and other country specific registries where the KOL is Study Director, Principal Investigator or Investigator)

Guidelines : (Searches for all guidelines, recommendations and consensus statements where KOLs are authors, committee members and sometimes collaborators at Global, Continental, National and Local levels)

Associations/PAGs : (Includes any key related positions within organisations - Professional Medical Associations, Patient Advocacy Groups, Policy making bodies, or support groups)

Editorial Board : (Searches for Editorial Board Member or Editor or Reviewer for all International, National and Local level journals which are relevant to a specific therapeutic area)

Media : (Searches of topic related to specific KOLs from news, social media channels, audios/videos etc.,)

Publications : (Searches for all relevant publications from PUBMED and other related articles from Google searches)

Regulatory & Reimbursement : (Searches for Advisory Committees for relevant regulatory bodies and agencies)

Grants/Patents (Searches for Grants and Patents for specific listed KOLs from sites like Grantome, Justia etc.)

Awards (Searches for Awards and Honours for specific listed KOLs from their affiliation Bio pages and CVs)

Industry Affiliations & Disclosures (Pharmaceutical, medical device and biotechnology companies are listed for each KOLs from where they have received research grant, honoraria, etc.)

Sunshine act (Data is collected from CMS site in terms of “Type of Expense” & amount for respective KOLs)