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Dun & Bradstreet Holdings Probability of Financial Distress (%)

: 0.10% (As of Today)
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Probability of Financial Distress (%) measures the probability that a company will go bankrupt in the upcoming year given its current financial position. A higher ratio indicates a larger probability of bankruptcy for the company, while a lower ratio indicates a healthier fundamental. As of today, Dun & Bradstreet Holdings's Probability of Financial Distress (%) is 0.10%.

Like the Altman Z-Score, the PFD measures a company's bankruptcy risk. However, the main drawback of the Z-score is it does not apply to banks and insurance companies. According to Investopedia, the concept of "working capital" does not apply to banks and insurance companies, as financial institutions do not have typical current assets or current liabilities like inventories or accounts payable.


Competitive Comparison

For the Information Technology Services subindustry, Dun & Bradstreet Holdings's Probability of Financial Distress (%), along with its competitors' market caps and Probability of Financial Distress (%) data, can be viewed below:

* Competitive companies are chosen from companies within the same industry, with headquarter located in same country, with closest market capitalization; x-axis shows the market cap, and y-axis shows the term value; the bigger the dot, the larger the market cap. Note that "N/A" values will not show up in the chart.

   

Dun & Bradstreet Holdings Probability of Financial Distress (%) Distribution

For the Software industry and Technology sector, Dun & Bradstreet Holdings's Probability of Financial Distress (%) distribution charts can be found below:

* The bar in red indicates where Dun & Bradstreet Holdings's Probability of Financial Distress (%) falls into.



Dun & Bradstreet Holdings Probability of Financial Distress (%) Calculation

Probability of Financial Distress (%) (PFD) was developed by John Campbell, Jens Hilscher and Jan Szilagyi in their Search of Distress Risk. It measures the probability that a company will go bankrupt within the next 12 months given its current financial position.

The Probability of Financial Distress (%) was obtained by a logit probability model based on eight explanatory variables. The logit formula to compute the probability of financial distress (LPFD) is given below:

LPFD= -20.12 * NIMTAAVG + 1.60 * TLMTA - 7.88 * EXRETAVG + 1.55 * SIGMA - 0.005 * RSIZE - 2.27 * CASHMTA + 0.070 * MB - 0.09 * PRICE -8.87
=-6.90

The Probability of Financial Distress (%) (PFD) was then obtianed by:

PFD=1/(1 + e^(-LPFD))*100%
=0.10%

The eight explanatory variables are:

1. NIMTAAVG = Net Income to Market Total Assets

NIMTAAVG=Net Income / Market Total Assets
=Net Income / (Market Cap + Total Liabilities)

*Note that for companies reported quarterly, geometrically declining weighted quarterly Net Income data in latest four quarters are used.

2. TLMTA = Total liabilities to Market Total Assets

TLMTA=Total Liabilities / Market Total Assets

3. CASHMTA = Cash to Market Total Assets

For non-financial companies, CASHMTA is measured as:

CASHMTA=Cash, Cash Equivalents, Marketable Securities / Market Total Assets

4. EXRETAVG = Excess Return compared to the S&P 500

EXRETAVG is the weighted excess return compared to the S&P 500 in past 12 month. Geometrically declining weights are imposed on the monthly excess return to reflect lagged information. The weight is halved each quarter.

5. SIGMA = Standard Deviation of Daily Returns

For sigma, we use the annualized standard deviation of a company's returns over the past 92 days (or 63 trading days).

6. RSIZE = Relative Size

RSIZE=log (Market Cap / Total Market Cap of S&P 500 companies)

7. MB = Market to Adjusted Book Equity Ratio


8. PRICE

PRICE is measured as the log of the stock price, capped at log(15).


Dun & Bradstreet Holdings  (NYSE:DNB) Probability of Financial Distress (%) Explanation

Like the Altman Z-Score, the PFD measures a company's bankruptcy risk in the upcoming year. However, the main drawback of the Z-score is it does not apply to banks and insurance companies. According to Investopedia, the concept of "working capital" does not apply to banks and insurance companies, as financial institutions do not have typical current assets or current liabilities like inventories or accounts payable.


Dun & Bradstreet Holdings Probability of Financial Distress (%) Related Terms

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Dun & Bradstreet Holdings Business Description

Dun & Bradstreet Holdings logo
Industry
Technology » Software NAICS : 541519 SIC : 7374
Comparable Companies
Traded in Other Exchanges
N/A
Address
101 JFK Parkway, Short Hills, NJ, USA, 07078
Dun & Bradstreet Holdings Inc is one of the leading providers of business decisioning data and analytics. The company provides commercial credit decisioning, which helps businesses to make informed decisions when considering extending business loans and trade credit. Also, the company offers solutions to firms looking to analyze supplier relationships and more effectively collect outstanding receivables. Its operating segment includes North America and International. The company generates maximum revenue from the North American region. Other services provided by the company include digital marketing, sales acceleration, and risk management among others.
Executives
Quella James director C/O CATALENT, INC. 14 SCHOOLHOUSE ROAD SOMERSET NJ 08822
Thl Equity Fund Viii Investors (d&b), L.p. director, 10 percent owner C/O THOMAS H. LEE PARTNERS, L.P. 100 FEDERAL STREET, 35TH FLOOR BOSTON MA 02110
Thl Managers Viii, Llc director, 10 percent owner 100 FEDERAL STREET, 35TH FLOOR BOSTON MA 02110
Thl Equity Advisors Viii, Llc director, 10 percent owner 100 FEDERAL STREET, 35TH FLOOR BOSTON MA 02110
Thl Fund Viii Coinvestment Partners, L.p. director, 10 percent owner 100 FEDERAL STREET, 35TH FLOOR BOSTON MA 02110
Thomas H. Lee Equity Fund Viii, L.p. director, 10 percent owner C/O THOMAS H. LEE PARTNERS, L.P. 100 FEDERAL STREET BOSTON MA 02110
Thl Executive Fund Viii, L.p. director, 10 percent owner C/O THOMAS H. LEE PARTNERS, L.P. 100 FEDERAL STREET BOSTON MA 02110
Thomas H. Lee Parallel Fund Viii, L.p. director, 10 percent owner C/O THOMAS H. LEE PARTNERS, L.P. 100 FEDERAL STREET BOSTON MA 02110
Jackson Keith J director ONE MISSISSIPPI PLAZA 201 SOUTH SPRING STREET TUPELO MS 38804
Ammerman Douglas K director 601 RIVERSIDE AVENUE JACKSONVILLE FL 32204
Thl Holdco, Llc director, 10 percent owner 100 FEDERAL STREET, 35TH FLOOR BOSTON MA 02110
Thomas H Lee Partners Lp director, 10 percent owner 100 FEDERAL STREET, 35TH FLOOR BOSTON MA 02110
Thomas H. Lee Advisors, Llc director, 10 percent owner C/O THOMAS H. LEE PARTNERS, L.P. 100 FEDERAL STREET, 35TH FLOOR BOSTON MA 02110
Foley William P Ii director, 10 percent owner, other: Chairman of the Board FIDELITY NATIONAL FINANCIAL, INC. 601 RIVERSIDE AVENUE JACKSONVILLE FL 32204
Massey Richard N director 900 S. SHACKLEFORD ROAD SUITE 401 LITTLE ROCK AR 72211

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