The secondary research process involved comprehensive analysis of regulatory filings, industry technical standards, commodity trade databases, and specialized aerospace & defense publications. Key sources included the US Federal Aviation Administration (FAA) certification databases, European Union Aviation Safety Agency (EASA) type certificates, US Department of Defense (DoD) procurement records & Defense Logistics Agency (DLA) strategic material reports, US Geological Survey (USGS) Mineral Commodity Summaries for nickel, cobalt, and refractory metals, US Department of Energy (DOE) Oak Ridge National Laboratory (ORNL) advanced materials research, National Institute of Standards and Technology (NIST) metallurgical standards, Bureau of Industry and Security (BIS) export control classifications, Aerospace Industries Association (AIA) manufacturing statistics, SAE International (Society of Automotive Engineers) standards databases, ASM International (American Society for Metals) technical journals, International Air Transport Association (IATA) fleet forecasts, Energy Industries Council (EIC) power generation infrastructure data, International Nickel Study Group (INSG) supply statistics, Cobalt Institute production reports, and national aviation authorities from key markets including China's CAAC, Russia's FATA, and Brazil's ANAC.
For nickel-based, cobalt-based, iron-based, and developing refractory metal superalloys, these sources were used to gather production statistics, aerospace order books, defense material specifications, raw material pricing trends, melt shop capacity data, and regulatory clearance procedures.