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AKYA (Akoya Biosciences) Probability of Financial Distress (%) : 0.29% (As of Oct. 31, 2024)


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What is Akoya Biosciences 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, Akoya Biosciences's Probability of Financial Distress (%) is 0.29%.

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 Akoya Biosciences's Probability of Financial Distress (%)

For the Medical Instruments & Supplies subindustry, Akoya Biosciences'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.


Akoya Biosciences's Probability of Financial Distress (%) Distribution in the Medical Devices & Instruments Industry

For the Medical Devices & Instruments industry and Healthcare sector, Akoya Biosciences's Probability of Financial Distress (%) distribution charts can be found below:

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



Akoya Biosciences 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
=-5.86

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

PFD=1/(1 + e^(-LPFD))*100%
=0.29%

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).


Akoya Biosciences  (NAS:AKYA) 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.


Akoya Biosciences Probability of Financial Distress (%) Related Terms

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Akoya Biosciences Business Description

Traded in Other Exchanges
N/A
Address
100 Campus Drive, 6th Floor, Marlborough, MA, USA, 01752
Akoya Biosciences Inc is a life sciences technology company. It is delivering spatial biology solutions focused on transforming discovery, clinical research and diagnostics. Its PhenoCycler (formerly CODEX) and PhenoImager (formerly Phenoptics) platforms, reagents, software, and services, It offer end-to-end solutions to perform tissue analysis and spatial phenotyping across the full continuum from discovery through translational and clinical research and diagnostics.
Executives
Brian Mckelligon director, officer: President/CEO 100 CAMPUS DRIVE, 6TH FLOOR, MARLBOROUGH MA 01752
Frederic Pla officer: Chief Operating Officer C/O GENOMIC HEALTH, INC., 101 GALVESTON DRIVE, REDWOOD CITY CA 94063-4700
Goldman Myla Lai director 3595 JOHN HOPKINS COURT, SAN DIEGO CA 92121
John Frederick Ek officer: Chief Financial Officer 5964 LA PLACE COURT, CARLSBAD CA 92008
Scott Mendel director 5964 LA PLACE COURT, ADDRESS 2, CARLSBAD CA 92008
Matthew Winkler director C/O MIRNA THERAPEUTICS, INC., 2150 WOODWARD ST., SUITE 100, AUSTIN TX 78744
Thomas A. Raffin director, 10 percent owner C/O NEWLINK GENETICS CORP., 2503 SOUTH LOOP DR., SUITE 5100, AIMES IA 50010
Robert G Shepler director
Jennifer Kamocsay officer: General Counsel 100 CAMPUS DRIVE, 6TH FLOOR, MARLBOROUGH MA 01762
Joseph Driscoll officer: Chief Financial Officer 5 DICARLO ROAD, HOPKINTON MA 01748
Nolan Garry Ph.d. director 100 CAMPUS DRIVE, 6TH FLOOR, MARLBOROUGH MA 01752
Thomas P Schnettler director 800 NICOLLET MALL, J1012057, MINNEAPOLIS MN 55402-7020
Ehab El-gabry officer: Chief Medical Officer 100 CAMPUS DRIVE, 6TH FLOOR, MARLBOROUGH MA 01752
Marilee Moy officer: Chief People Officer 100 CAMPUS DRIVE, 6TH FLOOR, MARLBOROUGH MA 01752
Ramachandran Niro Ph.d officer: Chief Business Officer 100 CAMPUS DRIVE, 6TH FLOOR, MARLBOROUGH MA 01752