the first app for people analytics prototyping
What is people analytics?
A definition from Harvard Business review, which needs improvement
People analytics — defined as the use of data about human behavior, relationships and traits to make business decisions — helps to replace decision making based on anecdotal experience, hierarchy and risk avoidance with higher-quality decisions based on data analysis, prediction, and experimental research
Our version, which is rooted in pragmatic implementation
People analytics — defined as the use of data about human behavior, relationships and traits to make business decisions — helps to complement
replace decision-making based on anecdotal experience and intuition, and
reveal and check for decision-making biases (e.g. via hierarchical norms, risk avoidance), with recommendations
decisions based on data analysis, prediction, and experimental research”
What are people analytics use cases?
What is not a people analytics use case?
- HR reporting, e.g. how many people work in which department
- HR compensation mgmt, e.g. what are the cost of different comp. structures
- HR budgeting, how much money is allocated on which HR funtion, org unit
- Introducing or improving an ERP system, e.g. SAP success factors
- Powerpoints on people (analytics) strategy or gathering information from vendors
What is a people analytics use case?
- developing and discussing use case with HR or business managers
- data sourcing and transformation to feed predictive models
- models to predict employee behavior or attitude, e.g. probability of resigning
- testing recommendation from models with decision makers
- feed recommendations into existing system to improve/ automate decisions
How should I approach people analytics?
Start small and show results quickly
We believe the biggest obstacle between HR staff and Data Scientiest/IT is communication. We know from experience, that using prototypes to discuss and test use cases, is a key success factor.
Make sure you have the right skill set
What makes people analytics succeed? The answer is easy as it applies to data science project in general: “The right mix of business (and HR) know-how, statistical know-how, and coding know-how”. We offer free initial consultation to help you decide what you need!
Our approach originated from applied work in marketing analytics and automation, which much more mature field compared to people analytics
Prototype based ON R
We code in R, one of the leading data science language. We give you access via user-friendly app with great visualization
You have no data or are reluctant to use your company’s data? No problem. We provide representative demo data to get you started
We can facilitate meaningful discussions between HR, business, IT and Data Scientists, as we know the corresponding challenges
Quantification of commercial impact as well as process automation are a key success factors to bring business and HR together.
Latest news on People Analytics
Explore our recent posts on Peope Analytics topics
Join the 2. People Analytics Garage – a unique virtual event for HR Leaders, IT Managers, and Data Scientist to discuss how to use SAP SuccessFactors to implement actual People Analytics Use Cases
Join the First People Analytics Garage – a unique virtual event for HR Leaders and Data Scientist to discuss how to implement actual People Analytics Use Cases
Interesting. Intense. Complex. In consequence a challenge for HR folks to make sense out of all this. This would be my summary from Zukunft Personal 2019. Let me try to help out by focusing on which questions mattered to me and which might also be important for you.
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