Call center data mining solutions
Customer satisfaction can be improved with software analyzing customer complaints.
With the idea in mind that good customer service is essential, Edmonton Transit System (ETS) in Alberta conducts innovative, qualitative analyses of call center data to provide clarity on customer satisfaction trends. Examining all customer inquiries, good and bad, ETS uses the results of this research to both modify service and successfully market the changes. This process becomes a cycle after the impact of these changes is measured through further customer satisfaction research, and more changes are made.
The key resource for gauging customer satisfaction is the ETS Commendations and Concerns Tracking Information System (CACTIS), a database that receives, processes, classifies and stores a volume of 10,000 calls per year. Using qualitative data analysis software, ETS can produce reports from this large volume of data. Two recent case studies — one on rider-driver confrontations and one on driver performance — show the power of these analyses.
Resolving confrontations
When initial customer call research began in 2000, satisfaction levels among young riders were low. Reading through sample calls hinted that third party, non-riders often called on behalf of sons, daughters or other vulnerable passengers. Software searched across monthly batches of call data for records containing such keywords as “son” and “daughter” and confirmed the suspicion that a majority of calls were made by parents. Further analysis showed that most of the calls defined by call-center staff as “confrontational” resulted from young people having disputes over fares and other policies.
The results of this CACTIS analysis suggested that fare-related confrontations be a top priority for service improvements. Also, ETS developed a new, consistent fare-evasion policy and promoted it with the Canadian Urban Transit Association‘s award-winning Fare-is-Fair campaign. These actions led to a dramatic increase in customer satisfaction with the way operators handle confrontations.
Many other variables comprise confrontations on buses, so it is hard to say that one specific policy change generated this increase. But subsequent to the change, data analysis revealed that, rather than mentioning mistreatment of their children, parents called more to inquire about the new fare policy. The tone of their calls was much friendlier, too.
Safe-driving research
Analysis of CACTIS data about the operating performance of ETS bus drivers offers another example of the usefulness of this research. Interest in driving issues was compelled by fluctuations in customer satisfaction ratings on bus service, and an ETS interest in road rage.
In this case, the frequent appearance of the term “rude” in customer call records warranted an examination of what customers meant when they use this generalization. Apparently, among other annoyances, callers to ETS viewed the following driving behaviors as rude: failing to yield to pedestrians; cutting off and crowding motorists; speeding; going too slow; and jerky stops and starts.
Call center staff link 90% of calls to route, bus and badge numbers, but perceptions of driver behavior can be subjective and often unfair. A review of internal performance data revealed that, relative to the number of complaints, the incidence of transit collisions and injury claims was low, and would be more accurately monitored if statistics were reported according to specified causes. Following up, ETS launched an ad campaign promoting better cooperation from motorists.
Alke is a research analyst with Edmonton Transit System in Alberta.
More Management

Minnesota's Rustad Tours Takes Delivery of New MCI Motorcoach
The latest addition represents Rustad Tours’ 17th new MCI coach, marking more than four decades of partnership between the two companies.
Read More →
Seattle's Sound Transit Refunds Debt, Saving Approximately $23 Million
As part of the debt refunding process, Sound Transit requested that the credit rating agencies rate the new debt issuance along with the current outstanding debt.
Read More →
North Carolina’s CATS Celebrates 50 Years of Public Transit
The milestone event honored generations of transit workers and showcased how public transportation has evolved into a multimodal system serving one of the nation's fastest-growing regions.
Read More →
Biz Briefs: Endera Delivers to California, Safety Vision Teams with San Antonio's VIA, and More
From manufacturers and suppliers to transit agencies and motorcoach operators, these updates offer a snapshot of the projects, partnerships and business moves driving the industry forward.
Read More →
Smarter Maintenance Starts with Risk, Not Routine
As infrastructure ages and funding pressures mount, effective asset management is becoming critical to maintaining safe, reliable transportation networks.
Read More →
OCTA Extends Senior Mobility Program Agreements Through 2031
The Measure M-funded program has provided nearly 3.5 million trips and will continue helping thousands of older adults maintain independence and access essential services.
Read More →
VIA's Silver Line Clears Environmental Review, Advances Toward Construction
The VIA Rapid Green Line is currently under construction, with service expected to begin in April 2028.
Read More →
Modernizing Mobility with CharterUP CEO Armir Harris
From digital transformation to evolving customer demands, CharterUP's Armir Harris offers his perspective on the transportation industry's next chapter.
Read More →
CTTC Enhances Transit Workforce Pipeline Through New Partnerships and Leadership
The group's latest initiatives focus on developing talent, expanding training opportunities and addressing workforce needs across the transit sector.
Read More →
San Diego MTS Keeps Service Intact With New FY 2027 Budget
The approved spending plan avoids route cuts and lays the groundwork for addressing transit funding challenges through the end of the decade.
Read More →