Jan 30, 2023
Business Information Services
BY Team - lessburn
Positive work culture matters for many companies who strive towards achieving strong organizational values and brand identity. Greater employee productivity, increased employee engagement, well-being and many other contributing factors are directly proportional to a healthy organizational culture.
While the organizations are marching towards creating impressive company culture, being one of the leading Business Information & Market Research Service providers, lessburn, took an initiative called ACCURATE that fosters a powerful DATA QUALITY CULTURE in addition to developing the work cultural values.
It all started with a fable of false positive data! But first, the real fable; an Aesop’s fable – The Boy who cried, 'Wolf'!
A shepherd boy constantly fooled the local villagers into believing that a wolf is attacking his flock, the moment when the actual wolf appeared and the boy cried for help, none of the villagers turned up believing it as a false alarm to finally see the wolf eating the sheep.
Now summarizing this "wolf-prediction" model with a 2x2 confusion matrix which predicts the four possible outcomes:
True Positive – a result when the model correctly speculates the positive class True Negative – a result when the model correctly speculates the negative class False Positive – a result when the model incorrectly speculates the positive class False Negative – a result when the model incorrectly speculates the negative class
On comparing this fable to the real time data extraction,
We have created an environment where our clan of Data Researchers truly care about the quality of their work based on accuracy, competence and thoroughness and make holistic decisions to stay consistent in maintaining the highest level of quality.
Quality – Doing it right, even when no one is monitoring!
By being intentional with the core values and the new strategic initiative, lessburn is creating a positive quality culture that will inspire the team and help the organization thrive. A little encouragement and delegation of tasks were all it required to catalyze the quality control practices that involve 3Qs.
The cost of bad and inaccurate data can mount soon on poor data quality management. And that too with hand-curation, data are prone to human-error at times. To steer clear of curating erroneous data and to build the quality culture, lessburn outlined a sequence of actions that involve ACCURATE abbreviate to
With a total of 200+ hungry data enthusiasts, 8 teams were formed with 20+ data hunters per team. The groups were carefully segregated considering many internal factors that the no members of the same projects, no work buddies, no members of the same workspace or physical work locations were grouped together paving a way to know each other and to interact with the other team/project members. No attempt is more than adding GAMIFICATION to enhance the quality culture through ACCURATE!
Quality oriented weekend assessments
Quick Activities during working hours via G-forms
Rapid fire questionnaires during working hours via WhatsApp
Sessions / seminars for each team
Mind-sharing of each teams’ experience
Debate / Brainstorming of ideas for data curation
TED Talks with industry experts
Contest for the Freshers on precise data hunt and much more
By splitting them into smaller groups named after many innovative terms, each member is encouraged with a personal responsibility to pitch in towards a collaborative decision-making and laser focused approach on delivering with 100% accuracy without stressing much contributing towards further increasing the quality score from 98% to 100%.
Thereby shaping up their research skills with ACCURATE, the team could find a Constant & a Relentless improvement day-by-day by enhancing the productivity more than 150% without worn out and a positive environment for employee engagement.
Living quality culture - the key to successful quality management!
For all the advanced organizations and enterprises, data quality remains a critical element in providing accurate as well as latest information. To surpass the errors caused by algorithms and automation, lessburn offers a team that personifies QUALITY CULTURE, built with a variety of standards and practices.
Be sure to check us out www.lessburn.com if your B2B data needs human verification and/or a hand-curation or directly schedule a meeting with our industry specialist, Founder & CEO of lessburn, Ramesh Srinivasan here!
Tag:Business Information data quality lessburn data processing false positives team market research Data Quality Culture Data Quality management hand curated data data quality management framework what is data quality management data quality management best practices ACCURATE by lessburn