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Industry and Sector Allocation

This article explains how we use 22 industry-specific models and 68 financial ratios to deliver more accurate and detailed assessments of company risk.

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Written by Kailey Buxbaum
Updated over 2 months ago

Conventional approaches to modeling financial risk often employ a one-size-fits-all approach, 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. RapidRatings employs 22 different industry-specific models to ensure that we are analyzing financial health as accurately as possible. In addition, we examine 68 different ratios when we measure financial health, which makes our model more robust and less dependent on any given metric.

Why Industry Specificity Matters

Detailed industry specificity is largely responsible for our superior accuracy

Our emphasis on modeling industry-specific risk is a powerful differentiator for RapidRatings. By recognizing that the profile of a successful company varies depending on industry, we have developed a more accurate measure of financial health in our FHR.

Selecting an Industry Model

In order to assign a company to the best industry model, RapidRatings analysts review the business model of the company in question 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). SIC classifications and LSEG (London Stock Exchange Group) industry classifications are both mapped automatically to one of our industry models.

Specificity in Industry Allocations

There is always a tradeoff 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. RapidRatings utilizes 22 different industry-specific models, which is far more than competing approaches, many of which employ a “one size fits all” approach. We are fortunate to have an extremely rich and sizeable dataset which allows us to build all 22 models to be stable and robust over time. As a result, RapidRatings provides unprecedented granularity and accuracy.

Companies allocated to a common model may not look exactly the same, but 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, selling different products. Nevertheless, 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 rather than the market in which it operates

Industry Models

The 22 industry models we use:

Rapid Ratings Industry Models

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 RR industry model classification process, sector assignment is closely linked to Russell Index Sector Allocations. The purpose of assigning a sector allocation is to provide logical groupings of names into sectors that are generally recognizable to a vast majority of users. 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 RR sectors is below.

RapidRatings Sector Classifications

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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