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DataDot Technology (ASX:DDT) Probability of Financial Distress (%) : 0.03% (As of Mar. 20, 2025)


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What is DataDot Technology Probability of Financial Distress (%)?

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, DataDot Technology's Probability of Financial Distress (%) is 0.03%.

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 of DataDot Technology's Probability of Financial Distress (%)

For the Security & Protection Services subindustry, DataDot Technology'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.


DataDot Technology's Probability of Financial Distress (%) Distribution in the Business Services Industry

For the Business Services industry and Industrials sector, DataDot Technology's Probability of Financial Distress (%) distribution charts can be found below:

* The bar in red indicates where DataDot Technology's Probability of Financial Distress (%) falls into.



DataDot Technology 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
=-8.21

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

PFD=1/(1 + e^(-LPFD))*100%
=0.03%

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).


DataDot Technology  (ASX:DDT) 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.


DataDot Technology Probability of Financial Distress (%) Related Terms

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DataDot Technology Business Description

Industry
Traded in Other Exchanges
N/A
Address
8 Ethel Ave, Brookvale, Sydney, NSW, AUS, 2100
DataDot Technology Ltd is engaged in the manufacturing and distribution of asset identification solutions that include polymer and metallic microdots, asset registers, manufacturing and distributing high-security datatraceID authentication solutions, to develop and distribute customized solutions combining datadotDNA, datatraceID, asset registration and other technologies. The operating segments of the company are OEMs and Distributors, DataTraceID, Direct Business, and Consumer sales. The company generates the majority of its revenue from OEMs and Distributors segment, which is engaged in the manufacture and wholesale supply of DataDotDNA polymer and metallic microdots to manufacturers (OEMs) for application to their own products.

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