Winners are announced.
Overview: When we examine the literature, employers are trying to understand the employee attrition, mental health, employee burn out, lifestyle in silos. An organization’s performance/success could be seen as directly proportional to Employee wellness. Currently, the employee wellness programs are structured based on hypothesis and surveys. The challenge with surveys is that the feedback doesn’t always come from the right target audience. Hence the results are skewed. This theme aims at looking at the aspects in a wholistic perspective, which could provide a 360 view of an employee.
Below are some of the items which could be part of the scope:
Task:
[Minimum]
[Intermediate]
[Advanced]:
Assumptions: There is access to HR system., organization has a well implemented HR system for all functions of HR – recruitment to retire, and access to work metrics – like quality & quality of work done, presentations provided, meetings/conferences attended.
Proof of concept:
Data: Employee Data which comprises of Personal Data, Employment information, Comp info, Time Off related data, Learning related information, Risk/Impact of Loss, Performance, Goal data.
Datasets:
Resources:
HR Data:
Employee_Name |
EmpID MarriedID |
MaritalStatusID |
DeptID PerfScoreID |
FromDiversityJobFairID |
Salary |
Position |
State |
Zip |
MaritalDesc |
CitizenDesc |
HispanicLatino |
DateofTermination |
TermReason |
EmploymentStatus |
ManagerID |
RecruitmentSource |
PerformanceScore |
SpecialProjectsCount |
LastPerformanceReview_Date |
DaysLateLast30 |
EmpStatusID |
PositionID |
Sex |
ManagerName |
EmpSatisfaction |
GenderID |
Terms |
DOB |
RaceDesc |
Department |
EngagementSurvey |
Absences |
DateofHire |
Wellness and Lifestyle Data:
Timestamp |
Fruits_Veggies |
Daily_Stress |
Places_Visited Core_Circle |
Supporting_Others |
Supporting_Others |
Social_Network |
Achievement |
Donation |
Bmi_Range |
Todo_Completed |
Flow |
Daily_Steps |
Live_Vision |
Sleep_Hours |
Lost_Vacation |
Daily_Shouting |
Sufficient_Income |
Personal_Awards |
Time_For_Passion |
Daily_Meditation |
Age |
Gender |
Employee Attrition Data:
Age |
Attrition |
BusinessTravel |
DistanceFromHome |
Education |
EducationField |
EnvironmentSatisfaction |
Gender |
HourlyRate |
JobRole |
JobSatisfaction |
MaritalStatus |
NumCompaniesWorked |
Over18 |
OverTime |
RelationshipSatisfaction |
StandardHours |
StockOptionLevel |
WorkLifeBalance |
YearsAtCompany |
YearsInCurrentRole |
Department |
EmployeeNumber |
JobLevel |
PerformanceRating |
TrainingTimesLastYear |
YearsWithCurrManager |
DailyRate |
EmployeeCount |
JobInvolvement |
MonthlyIncome |
PercentSalaryHike |
TotalWorkingYears |
YearsSinceLastPromotion |
MonthlyRate |