After a service offering is implemented, firms routinely collect significant
amounts of data, including customer, employee, and firm financial data. However,
service firms are not nearly as effective as they could be in taking advantage
of these data. This research argues that a major shift in mindset is required
before many organizations can effectively generate actionable insights from
readily available data. See
for a framework for approaching service management problems that
can be informed by data analysis.