I am these days reading a book about Big Data, and going through some of the applications of the technology, I was thinking about some of the ways Big Data can be applied in people matters. I tried to google about usage of Big Data for Performance Management, and didnt quite find much (or maybe thats because the search terms show results for application performance management). One aspect of using technology in HR, I feel, is in the realm of Performance Management.
Today, appraisals are done in an objective manner, with ratings which try to capture achivements and performance. However, as we know, these are a sort of force-fit. What does a rating of “Exceeds Expectation” mean? Does this mean, for instance, that performance is high, or does this mean that expectations are low? Somehow, this seems to be like fitting a square peg in a round hole, or a round peg in a square hole, if you prefer it that way.
An alternative to this could be the usage of technologies like Big Data to handle this. To begin with, managers could have the option of writing their observations, along with specific examples or scenarios as part of the appraisal process. This kind of input gives us rich information about people performance. Instead of trying to fit performance into a quantitative scale, this has the possibility of giving us qualitative inputs into performance.
Add to this the fact that plenty of business-related data is available from finance, sales, and operations, and we have immense data, both quantitative and qualitative, with which to work. Using this data as the starting point, Big Data technologies could be used to build correlation between manager comments and business performance, and deriving employee performance based on this correlation. This has the benefit of giving a descriptive picture of performance, one which describes achievements in a more meaningful way which can be used to drive talent processes.
Theres much more that Big Data can be used for, as this post by @josh_bersin describes.
Now this video should be a mandatory part of any cricketer’s education … and if you either have dreams of having been a batsman, or aspirations to be one, then this is a must-watch.
All six of them effortless. Sheer poetry.
Continuing from this post, I was thinking about more details about this parallel between Talent Management and Supply Chain Management. The first principle, from which I am trying to derive things here is that in both cases, there is a demand (in one case for talent, and in the other case for products), which needs to be met, and frameworks or processes put into place to match supply with demand. With products, the source of demand is simple to visualize. Not so with talent. So lets begin by taking a look at that.
The need of strategies, processes, and practices in the organization is to meet the business vision of the organization. To meet this vision, some work needs to be done by some people, and therefore, there is a need for people, equipped with the talent to do this work. So, the demand for talent arises from the work to be done to meet the strategic goals of the organization. Add to this the fact that there is specific talent available within the organization, and from there, its a question of trying to match available talent to the demand for talent, and based on this, determine what talent is required (in which area) to meet this demand. The supply of demand comes from employees, contractors, applicants, and L&D. I say L&D because learning is one way for creating talent supply to meet the talent needs of the organization.
Having said this, the basic concept which is the core for SCM is the concept of the part number. This is the unique identifier which tells anyone across the supply chain which specific material or product is being talked about. There needs to be a concept similar to this, something which uniquely identifies the attributes of the talent required (somewhat like part number which uniquely identifies the specifications of the material being spoken about). Different organizations meet this requirement in different ways. As you will read here, IBM solved this with the concept of JRSS, the Job Role Skill-Set, which is a composite of the job role, the role that an individual performs, and the skill sets that the individual has. This is the common identifier which can uniquely define what talent is being spoken of in the talent planning process.
A number of reports are telling us that there is a fundamental mismatch between the skills required of young people, and the skills our education systems are imparting to them. A fundamental rethink of the system of delivery, especially in the developing world is imperative. There needs to be significant public investment this area, but there needs to be lots of innovation, given the tools which have become available to us over the last few years, in education delivery.
On International Youth Day, this blog looks at the continued importance of keeping the spotlight on better skills development for young people.
In 2012, the Education for All Global Monitoring Report analysed the youth skills gap and reported that it had reached new highs in the wake of an extended global financial downturn. According to this specially themed Report, Putting Education to Work, 200 million young people had not completed primary school and lacked skills for work. This International Youth Day we must revisit this theme; it’s as relevant today as it was two years ago.
As International Labour Office (ILO) phrased it in their recent report on youth employment, ‘it’s not easy to be young and in the labour market today’. Reaching record levels, as many as 73 million young people worldwide…
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A discussion I was having the other day got me to think about how Talent Management is based on principles which are analogous to other functions. And this brought me to the idea of the similarity between Talent Management and Supply Chain Management, in terms of principles. If we look at the essence of Talent Management to be about bringing the right people to the right roles at the right time, then we can, from there, start looking at the essence being to match the demand for talent with available supply, and building supply pipelines where there is a shortfall.
To begin with, one of the major conconers for organizations is uncertainty. If things were fairly certain, then there wouldnt be much to be gained by trying to manage talent, because things would be running pretty much the way they are running. The sources of uncertainty are many, but thats for another time. This uncertainty results in the need to identify, based on the organization strategy, and operating plans for the coming years, what the organization’s talent requirement is going to be. Given uncertainty, there is also the need to identify how good this estimate is. This is analogous to demand planning, where the need is to estimate how much demand the organization would need for which products, and the amount of uncertainty (sometimes measured in terms of probability) associated with that demand. Based on this estimate, one can arrive at the talent required to meet the strategic and operational plans.
With this forecast as the baseline, one can then look at the talent existing in the system. This may be the talent pool which is ready for the roles for which they are required. This is akin to the gross-to-net calculation which is common in all material planning (MRP) systems. At the same time, one also needs to try to identify how many people the organization wants to, or can, develop from within, to meet these talent requirements, and from here, derive what the hiring plan looks like. This is quite akin to make-or-buy decisions material planners regularly have to make, keeping in mind available resources to make. At the same time, this serves as the input to defining Development Plans, which is akin to creating Work Orders to meet the build requirements.
Traditional succession planning is about identifying which individual should be doing what role some period down the line, but this is problematic, given that after that period of time, either the person may not be with the organization, or the role envisaged may not be part of the role directory of the organization. So, instead of looking at an individual job and a particular person, one can look at a job family to be fulfilled by a talent pool. This is analogous to product-family or product-category level planning, because forecasting, and therefore planning at the aggregate level is more accurate.
Over the last few days, two pieces have appeared in HBR, about the change agenda for HR. One is written by Ram Charan, which talks about splitting HR, while the other, written by Cathy Benko and Erica Volini, about what it will take to fix HR. At the most fundamental level, both these pieces acknowledge the fact that there is a problem with the HR function in the organization. And since they agree on that, they also agree that something needs to be done about it. And thats where, more or less, they move in different directions, as you would see from the blogs.
Lets step back, and take a look at some of the reasons why these problems are there, coming from the perspective of HR practitioners. The first aspect we need to understand is that in today’s world of business, with a steady level of complexity, and increasing levels of disruptive changes, HR managers need to understand details of the business, both internal and external to the organization. Only then can HR managers play a meaningful role in defining organization strategy. In other words, HR managers need to be at the confluence of business management, and people management. However, most of the HR practitioners I talk to are nowhere close to this point. Most HR practitioners are generalists, and not SMEs when it comes to business operations. This means that they need to take guidance from business managers, and formulate practices based on this guidance.
Because that might sound a bit abstract, let me take an example. Lets say a business manager decides that there are some skills lacking in his team. The manager would reach out to the L&D team, tell them what type of training is required, and the L&D team would search through a catalogue, identify the training, and execute the logistics to deliver the training. The L&D team, in this example, has no understanding of the reason for the training requirement, the objective that is to be met, or the outcomes that should come out of the training for participants. In this scenario, the team is essentially fulfilling requirements, rather than giving strategic inputs into the forecasting of medium- to long-term training needs, how these would help address business objectives, and address employee development.
To summarize, it is at the intersection of business and people management that there is a gap, and filling this gap is the need which needs to be addressed. To address this, we need people who have a sound understanding of the complexity and challenges of business, and how people practices can help to address those challenges and meeting that complexity. Whether this is to be achieved by splitting the HR function, I dont know, though the debate throws up more questions than just that. It raises the point that I am talking about here … that in stead of HR practitioners only taking guidance and fulfilling requirement, HR practitioners need to be in a place where they can add strategic value, and that this requires a change in the way HR managers look at the intersection of business management and people management.