Thank you so much for this very helpful module! I hope you continue to inspire HR professionals around the world to use HR Analytics as an important means to drive organizational-related decisions.
detailed, yet high level enough to bring any specialist into the subject. provides useful information that is beyond people analytics. very recommended or any level/specification HR professional.
par ARVIND K S•
Very informative. However, optimizing outcomes for every one in an organization does not necessarily work everywhere. For example, in Government companies, where ownership is intangible and the management has a free hand to conduct the affairs in return for a trade off with corrupt Government officials. Not only do they get a free hand to get away without maximizing stakeholders' value, they also retain powers to chalk out a succession plan, which will help perpetuate the system. If you do a study, you will find that that the lower and mid levels of management are better educated and more talented than the top rung, because this system is crucial to maintaining the organizational mediocrity, which helps a few influential people. Algorithms may be the answer here, with supervisors having to explain in detail, why particular machine recommendations had to be overruled
par EK S•
It was an extraordinary privilege to take this course. I liked the professors so much. Each of whom has his own rhythm of delivering information. I am very thankful for their effort and their valuable contributions that they have made for their audience. I just want them to grant more chances for seekers like myself to get the certificate for free wherein, I am not able to pay the expenses of it. I am from Egypt and when I tried to collect money to pay, the Egyptian pound has devalued against the dollar so, it's really expensive to pay. I will very grateful if you released for me the certificate as per my financial position that is broken totally, but otherwise the overall course was great I will rate it as 5 and will share the content with whom are concerned. Thanks
par Deborah L•
Very interesting courses when we are reaching a certain management level and have our own teams, without being in the HR field.
It helps also seeing how to improve the organization, get it more structured for better efficiency, effectiveness, motivation of teams and overall company performances.
The 3 Professors have a different approach and personality, and I really enjoyed all videos and courses for the dynamism, the content neither too light nor too heavy, and the very well structured academic directions.
A Course well worth taking as it teaches a lot on both technical skills and how to become a better manager for an ever-adjusting improved organization.
par Wang D•
I do love this course since now. It make me well prepared for my career. Several months ago when I picked up this course, I never imagined that today I would do something related to talent management staffs. When applying the course content into practice, I think it gives me great advice and suggestions on how to provide a great IT system to the corporate HRs, managers, team leaders and employees themselves to do better people management. Do recommend this course to those people who want to take a closer look into Human Resource Management and how can data analytics assist talent management in various ways.
par Siti A F•
A great introductory lesson on people analytics. Short but quite detailed. I was awed several times by this lesson when I linked the knowledge with my personal case (I hopped between jobs in my younger years and now I want to settle for long lasting job having found field that I enjoy the most, and now I know it's not a "millenial trend"). One thing as a suggestion: the last two videos (ones that are group of the lecturers) need better audio quality. The individual lectures were fine. Thank you UPenn, thank you Coursera for giving me the opportunity to learn from experts in the field.
par Shiuh H N•
Enlightening course that breakdowns performance management into various parts. The course highlight the need to take into account situational difficulty, working under different team/leader and others to give performance review a balance favour. I love the parts the course dissect into one of US major games, how commonly held beliefs do not stand up to simple scrutiny of statistics, how teams even winning teams do not consistently draft the right players. In short, even in highly scrutinized games, skills are not consistently identified. Highly recommended.
It was a very interesting course. it was an outstanding course with really stimulating and insightful lectures on how people analytics matters, especially in the age of everything taking place virtually . With roles of technology and the major importance was focused on the role in which people work, connect, and interact, as well as how businesses operates, it makes sense to revisit our perceptions and reassess their validity. It would be really nice if i could get the hardcopy of this course
par Maja S•
It is a very detail and an eye opening course in relation to performance evaluation, staffing, talent analysis and data. It is a conceptual approach. There is no references as to what technical tools can be used nor to the statistical models. The student is advised to take up these courses separately, what is from one side understandable/as if these were to be included, this course would be much longer. I was at first a bit disappointed, as I was looking more for the holistic approach.
par Verónica T L•
If you have no clue of People Analytics and want to have a solid start point, I really recomend this course. It will introduce you to imporant stadistics and behaviors that will be needed in your career ir you want to focus on People Analytics. You shouldn't be expecting deeper and to-do-the-analysis information. If you have already a basic background of analytics and people analytics, I'm not sure this is the best course for you, but if you are in blank it will be great to start.
par Victor A•
I thoroughly enjoyed this course. If you're interested in People Analytics this course is great. The course does not focus on the statistical component, and I'll admit that was what I was looking for. However, the research and models shared is way more insightful then learning how to crunch the numbers. This course is great no matter if you're experienced with using data (as it provides contextual application) or if you're brand new. Many thanks, Massey, Haas, Bidwell!
par Rajesh W•
People Analytics is still getting evolved. Three professors have done a great job in giving an appropriate introduction and lot of stimulation for anyone who wishes to develop more and more knowledge as well as skills in this particular area. The job has to be lead by an I/O psychologists or an HR practitioner and not by a statistician. Therefore, sooner the HR domain experts gain more and more confidence about the analytics better would it be for the HR profession.
par Anuj K•
It's the 1st time I've completed a course! I really enjoyed the course and I learned a lot about the fundamental concepts of People Analytics. I would like to take this new learning and introduce it in my own organization. It will be an interesting challenge to implement it in our unique setup.
I would like to express my heartfelt gratitude to the faculty for extending their wisdom and insights to the larger population through this online course.
par Luis C•
The profesors are really good at the people analytics field, having a lot of experience and examples of big companies like Google, Microsoft, etc. All the information they gave makes you uderstand how this branch of science can be used in all types of companies, from sport teams to law firms and how they can improve the productivity of the employees.
I recomment this course for all begginers that want to get in this field.
par Shelley D•
An outstanding course with really stimulating and insightful lectures on how people analytics matters, especially in the age of everything going digital and perceptional. With roles of technology platying a larger role in the way people work, connect, and interact, as well as how businesses operate, it makes sense to revisit our perceptions and reassess their validity. Development matters over selection and assessment!
par Chris Z•
By far my most favorite course in this specialization! This course really gave me the sense that everything taught thus far in the program is all leading toward my objectives of taking this specialization. I found the lessons to be very relevant and informative. While the material was at a high level, the instructors did a great job of instilling the educational curiosity needed to advance my knowledge in the field.
par Nchedolisa S A•
Gives alot of theoretical insight on the kinds of organizational contexts where people analytics can be applied. Its very forward thinking and I am grateful for that because it gets me thinking about how best to utilize the most valuable assets of any organization; people. I enjoyed all three professors, it was very evident that they were passionate of their own unique niches within people analytics.
par Pulkesh M•
Excellent course to begin understanding people analytics. Dwells more on correct and appropriate thought process required to perform accurate data analysis beneficial for organisations. Course is structured very systematically. Network analysis and performance evaluation were covered excellently with loads of practical examples. Sports examples were frequently cited which helped improve understanding.
par WEIHAO L•
The chapter I love most is Collaboration Networking (Week 3) because it inspired me a lot, like a trigger, gave me a banch of imagination and practices to the applications of Collaboration Networking, such as training, recruitment, and performance rating.
Plus, the other parts helped me to shape the ground of people analysis as well.
If you want to be a people analyst, you can't miss this course!
par Goher A H•
This course gave insight about using statistical tools to predict that information which is hard to translate in numbers. Dealing with people and measuring those numbers require thinking out of the box to quantify that. This course gave a sound know how and a starting point with direction for where to go. Thanks people analytics team for your great efforts and your research work was amazing.
par Mark J E B•
It's a very practical People Analytics course! As an analyst, this helps me quantify and qualify my analyses more as to attrition and retention, as well as performance evaluation. I also gained new knowledge regarding Organizational Network Analysis to gauge collaboration between individuals within the organization. Hope you'll have courses for compensation and salary structure analyses.
par Sriram N•
Got a deep understanding of People Analytics. Thanks to the professors who gave deep insights into Performance evaluation, Staffing, Collaboration & Talent Management and how to look at data in these areas to have a data-driven outcome. This really opened up areas of bias that humans tend to have and how analytics can help improve HR as a function while still allowing humans to control.
par Beatriz V•
I really enjoyed the course. I recently started to lead an endeavor to apply people analytics in the organization I work for (as an HR analyst), and the course provided me not only with helpful arguments to try to persuade more colleagues and the managers, but with awareness of the weak points of the current proposal and some important ways to rethink and improve the project. Thankyou!
par Raj S•
I haven't even completed this course yet, but this is one of most useful of all the management/leadership courses I have taken. The instructors are extremely brilliant and I can see why University of Wharton is one of the top ranked universities in the country. Thank you for sharing this wealth of information with people who are not fortunate enough to make it to the top MBA programs.
par Duong N•
I liked the course. I'm not a HR person but I'm building products for HR people and this helps me understand a lot better and even gives me some ideas about how to help my HR customers better. I would love more real-life examples though. I would like to actually see what goes into a analytics dashboard that a HR person should look at on a frequent basis or in their stages of HR job.
par Ewere O•
I absolutely enjoyed this course. It got me to think critically about how decision can be effectively made within the organisation. I was able to see the effect of collaboration and networking on an organisation. I understood the different facets to consider in performance evaluation It has greatly increased my interest in people analytics and how it affects any organisation.