Five UK procurement metrics that can mislead analysis

Direct-award shares can overstate or understate competition.

A few high-value direct awards can distort monthly value trends.

Single-bid lots can create a false read on competition.

Framework values can cause double counting because contracts may report the full framework value.

Missing method data and variable data quality can hide gaps in the record.