Data quality, misleading metrics, and surveillance concerns

Covering Assessment Criterion 3.2 of FREE02 – People Professional Technologies, this video addresses three interrelated risks that arise when organisations deploy people technology and analytics: poor data quality, misleading metrics, and employee surveillance. The discussion centres on what the computing principle "garbage in, garbage out" means for HR systems, examining how inaccurate, incomplete, or duplicated records undermine workforce planning, pay reviews, skills gap analysis, and retention decisions. Data governance frameworks and the conditions that produce unreliable input data both feature as part of this treatment.

The video then turns to the problem of misleading metrics, using employee turnover rate as a concrete illustration of how a figure that appears favourable can obscure more troubling realities. It examines the tendency to measure what is easy to count rather than what is strategically meaningful, and looks at the risks of benchmarking against industry averages without accounting for an organisation's specific sector, location, workforce composition, or strategic context. The discussion positions critical interrogation of metrics — questioning what a figure actually measures and what influences it may not be capturing — as a necessary analytical habit rather than an optional refinement.

Surveillance concerns form the third strand of the video, with attention given to the range of monitoring capabilities now available through people technology, including the tracking of activities, communications, locations, and biometric data. The video examines the tension between legitimate organisational interests and employees' reasonable expectations of privacy, and considers the requirements that UK data protection law places on the collection and use of personal data. Proportionality, transparency, and the communication of monitoring purposes to workers are all addressed, alongside the workforce trust and wellbeing consequences of excessive or covert monitoring practices.