Conventional approaches to modeling financial risk often use a "one size fits all" method, relying on a small number of variables and a single model to understand all companies. RapidRatings’ approach is a significant step forward from these approaches. Our research has made it clear that the profile of a healthy company varies from industry to industry. We deploy 22 different industry-specific models to ensure that we are analyzing financial health as accurately as possible. In addition, we examine 68 different perspectives when we measure financial health, making our model more robust and less dependent on any given metric.
Detailed industry specificity is largely responsible for our superior accuracy. Our emphasis on modeling industry-specific risk is a powerful differentiator. By recognizing that the profile of a successful company varies depending on industry, we have developed a more accurate measure of financial health with our ratings.
Selecting an Industry Model
To assign a company to the best industry model, our analysts review the firm's business activity and assign it to the correct industry model utilizing a mapping schematic that guides the correct placement of the industry code. This is true for both public and private companies.
When submitting financial data to RapidRatings, please be sure to include your company's SIC/NAICS code(s) or a brief description of your company's primary business activity. |
Specificity in Industry Allocations
There is always a trade-off between industry granularity and sample size when developing systematic models for financial health. On one hand, using many different models assures a close fit between any given company and its model. Using fewer models, however, allows more data to calibrate each model, making the model more stable and robust. We use 22 different industry-specific models, which is far more than competing approaches, many of which use a "one size fits all" approach. We are fortunate to have an extremely rich and sizable dataset that allows us to ensure all 22 models remain stable and robust over time. As a result, we provide unprecedented granularity and accuracy.
Companies allocated to a common model may not look exactly the same, but they will share similar quantifiable risk profiles. For example, the Wholesale Trade model is used to provide ratings guidance on companies distributing goods from many different sectors of the economy. These firms may work with different partners in different geographies that sell different products. Still, because they share very similar profiles when it comes to characteristics such as working capital utilization, fixed assets, and profitability, they can be effectively benchmarked using our Wholesale Trade model.
The right model for a company depends on its core operations as opposed to the market in which it does business in. |
Our 22 industry models are shown below.
| RapidRatings' Industry Models |
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1 | Primary | 12 | Other Manufacturing |
2 | Food, Drink and Tobacco | 13 | All Manufacturing |
3 | Textiles etc | 14 | Energy and Water |
4 | Timber and Paper, Printing | 15 | Construction |
5 | Chemicals and Fibers | 16 | Sale of Motor Vehicles |
6 | Non-Metallic Processing and Extraction | 17 | Wholesale Trade |
7 | Metal Processing and Extraction | 18 | Retail Trade |
8 | Metal Articles and Equipment | 19 | Restaurants and Accommodation |
9 | Electronic Equipment | 20 | Transport and Communication |
10 | Transport Equipment | 21 | Other Services |
11 | Investment Goods & Consumer Durables | 22 | Banking |
Sector Classifications
Completely separate from the RapidRatings industry model classification process, sector assignment is closely linked to Russell Index Sector Allocations. The purpose of assigning a sector allocation is to support peer analysis. For example, in the FHR Report, each company is compared to the leaders and laggards in its sector.
Industry Models are used to produce an FHR. Sector labels are used to benchmark firms operating in a common marketplace. |
A list of the current RapidRatings sectors is below.
| RapidRatings Sector Classifications |
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1 | Aerospace and Defense | 17 | Financial Diversified |
2 | Autos and Related Equipment | 18 | Food, Beverage and Tobacco |
3 | Banks | 19 | Forest Products |
4 | Biotechnology | 20 | Health Products |
5 | Builders and Building Materials | 21 | Health Services |
6 | Business Products and Services | 22 | Leisure |
7 | Chemicals | 23 | Media |
8 | Communications Technology | 24 | Metals and Fabrication |
9 | Computer Services | 25 | Multi‐Sector and Misc |
10 | Computer Technology | 26 | Oil ‐ Drilling and Equipment |
11 | Consumer Products | 27 | Oil ‐ Integrated |
12 | Consumer Services | 28 | Oil ‐ Producers |
13 | Drugs and Pharma | 29 | Retail |
14 | Electronics and Semiconductors | 30 | Transportation Services |
15 | Energy Miscellaneous | 31 | Utilities |
16 | Equipment and Machinery |
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