Applied Econometrics – Steps to Carry Out an Empirical Study
February 12, 2025
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Numbers tell stories, reveal facts and underlying patterns. If put together and analyzed correctly, they offer insights and provide a strong base for making important decisions.
Data (numbers) tell you the effect of something and thus, serve as a mere indicator, critical though. From an analysis perspective, however, it may not suffice. They represent the ‘what’ and most likely, you want to know the ‘why’ also.
This is where econometrics comes in.
It offers the answers to ‘why’, so that you can take actions to:
Let’s try and understand further:
Say, for example, the employee productivity in a particular department is decreasing. Now what would you want to know? Probably, things like:
Since any outcome directly or indirectly hits your ROI, you wouldn’t want to adjust your HR policies without any concrete foundation. Rather you would test their practicality.
Econometrics finds its applicability here. It tests the economic viability of a decision and derives the more exact cause and effect relationship.
Econometrics, therefore, can be defined as:
It helps in, both, analyzing the impact of an existing phenomenon and testing a given hypothesis.
We have already seen how it can be of help in the case of an observed phenomenon. Let’s now see examples where econometrics can test hypothetical situations:
Say, for example, you want to study the hypothesis that a learning and development initiative will result in improved employee productivity.
Most companies nowadays have a separate learning and development department, introducing new ways of skill enhancement and constant learning. Needless to mention, it involves a huge expenditure. What needs to be considered here is that:
Therefore, L & D managers can resort to econometrics models to determine which initiatives are more feasible and lead to higher returns.
Econometrics here can be defined as:
Here is another situation where econometrics can be applied.
Promoting employees is a way to show that you respect their contribution and want to reward them for it. A merit-based promotion will motivate your workers to put forth the extra efforts on continuous basis. This may also prompt innovation and creativity. Because of its obvious benefits, you want to introduce merit-based promotion in your organization.
It’s a great practice but may spread unrest among experienced employees. They may not perform the way they have been. In worst cases, they may leave the organization, if they see inexperienced ones being promoted. Apart from losing the trusted employees, you end up spending huge costs to seek their replacement.
This means the actual impact of a practice cannot be measured without taking the pros and cons into account. This is where econometrics plays a role. You can identify the more optimal state using econometrics analysis.
The most distinguished feature of econometrics is that it also takes into account the random error, cons or the possible side effects of a decision or an initiative, along with the variables. And since it’s about performing quantitative analysis, it’s obvious that the variables are given numerical values. The procedure is carried out to either verify a given hypothesis or analyze the impact of an observed phenomenon.
An econometrics analysis can be conducted in several ways:
An econometrics analysis makes use of numerous techniques, linear regression being the most basic tool. More advanced techniques include:
Econometrics find its applicability across all industries, including but not limited to finance, agricultural, legal, education, information, health, IT, insurance, natural resources, manufacturing, geography, welfare, telecom, digital, eCommerce, international business and so on.
It can be used to analyze all kinds of situations, business processes, policies, decisions and actions taken by any organization. You can use it for a large number of issues to investigate their effect, without actually modifying a process or a system.
Econometrics is not an easy subject. But we simplify the complexities for you. Studying econometrics with us is sure going to be a pleasant experience. Dig in to learn more about it.
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