Methodology
Sector Categorization
We categorize companies into nine sectors based on Yahoo Finance definition. The nine sectors are Basic Materials, Conglomerates, Consumer Goods, Financial, Healthcare, Industrial Goods, Services, Technology, and Utilities.Company Selection
Among all tradable companies, we choose those that can be traded by options. The reason for that is because we would like to select companies that have certain liquidity. The company that can be traded by options means that they have certain liquidity. Currently there are 2253 companies that is option tradable.Financial Leverage Calculation
For each selected company, we calculate its financial leverage simply by dividing its return on equity by its return on assets. After the financial leverage ratio for all companies are calculated, we choose the median of all companies belong to a certain sector to represent the financial leverage for that particular sector. Note the median is used instead of average to avoid the distortion due to long tail distributionResult
Following table is the calculation resultSector | Sample Number | Median FL |
Technology | 428 | 1.875 |
Basic Materials | 322 | 1.935 |
Healthcare | 204 | 1.98 |
Services | 449 | 2 |
Industrial Goods | 183 | 2.03 |
Consumer Goods | 209 | 2.13 |
Conglomerates | 9 | 2.37 |
Utilities | 77 | 2.6 |
Financial | 372 | 5.475 |
There are several observations we can make from this table:
1. Technology, Basic Materials, and Healthcare have financial leverage below 2
2. Services, Industrial Goods, Consumer Goods, and Utilities have financial leverage between 2 to 3
3. Comparing to the other eight sectors, Financial sector has much higher financial leverage (5.475)
Following is the financial leverage distribution comparison between Technology sector (lowest financial leverage) and financial sector (highest financial leverage)
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