Banten—
Liquidity
and Leverage Ratios Help Predict Financial Distress in Indonesia’s Apparel and
Luxury Firms. The
research conducted by Ratna Dumilah from Universitas Pamulang,
published in January 2026 in the International Journal of Management
Analytics (IJMA).
The research conducted by Ratna Dumilah shows that two simple indicators—Current Ratio (CR) and Debt to Equity Ratio (DER)—can be used to identify early signs of financial distress or conditions of financial difficulty in companies. The results are important because financial distress often emerges earlier before a company falls into more severe conditions such as default, prolonged losses, or even bankruptcy.
What
Is Financial Distress and Why It Matters
Financial
distress is widely understood as an early-stage financial crisis. It happens
when a company begins to experience serious difficulty paying obligations,
particularly short-term debts.
This
stage is important because it often appears before bankruptcy. If
companies can detect distress early, they can take corrective action such as:
- restructuring
debt
- cutting
operational costs
- improving
working capital
- revising
capital structure
Dumilah’s
research builds on the idea that financial ratios can serve as “signals” to
stakeholders. In Signal Theory, financial conditions provide information
to investors and the public about the company’s future risk and performance.
Simple
Financial Ratios Used in the Study
The
study focused on two widely used financial ratios:
1.
Current Ratio (CR)
A
liquidity ratio showing how capable a company is in paying short-term
obligations using current assets.
Formula:
CR = (Current Assets / Current Liabilities) × 100%
2.
Debt to Equity Ratio (DER)
A
leverage ratio measuring how much a company relies on debt compared to its own
equity.
Formula:
DER = (Total Debt / Equity) × 100%
Financial
Distress Measurement
To
measure financial distress, Dumilah used the Altman Z-Score model, a
well-known method for classifying companies into:
- Safe
Zone (Z-score
> 2.99)
- Gray
Area (1.81–2.99)
- Distress
Zone (Z-score
< 1.81)
Main
Findings: Liquidity Matters More Than Leverage (Individually)
The
regression model produced this equation:
Z-Score
(Financial Distress) = -2.465039 + 0.011180(CR) + 0.000325(DER)
Key
Results
✅ Current Ratio significantly affects financial distress
- t-statistic
CR: 2.382174
- probability:
0.0263 (< 0.05)
This
means the company’s liquidity condition strongly influences whether it moves
toward distress.
❌ Debt to Equity Ratio was not significant individually
- t-statistic
DER: 0.891224
- probability:
0.3825 (> 0.05)
DER
alone did not show a strong statistical effect when tested separately.
But
Together, CR and DER Strongly Explain Financial Distress
Even
though DER was not significant individually, the combined test (F-test) showed
that CR and DER together significantly affect financial distress.
- F-statistic:
47.77315
- probability:
0.000000 (< 0.05)
The
model also had a very high explanatory power:
- Adjusted
R-square: 0.918633
This
indicates that CR and DER explain about 91.86% of the variation in
financial distress in the sample companies.
In practical terms, Dumilah’s findings suggest that financial distress in the apparel and luxury subsector is heavily connected to how firms manage liquidity and capital structure.
Why
This Matters for Business and Investors
1.
For company managers
The
results underline one crucial message: poor liquidity is dangerous.
Even
companies with strong brands and market demand can collapse if they cannot pay:
- suppliers
- short-term
loans
- wages
- operational
expenses
2.
For investors
Liquidity
ratios like CR may serve as an early warning signal when screening companies.
Dumilah’s research supports the idea that CR can be a more reliable indicator
than DER in detecting distress risk in this subsector.
3.
For policymakers and regulators
Since
the apparel and textile industry contributes significantly to Indonesia’s GDP
and employment, financial distress in this sector can lead to:
- layoffs
- supplier
chain disruptions
- reduced
tax contribution
- reduced
investor confidence
Study
Limitations and Future Directions
Dumilah
acknowledged several limitations:
- The
study relied only on numerical secondary data, limiting deeper exploration
of internal company factors.
- Only
two independent variables were used, while financial distress is often
influenced by many factors.
- Annual
reports may not fully reflect internal financial realities.
She
suggested future research could improve results by adding more variables,
expanding industries, or using mixed methods.
Author
Profile
Ratna
Dumilah : Universitas
Pamulang
Research
Source
Ratna
Dumilah “The Influence of Liquidity Ratio and Leverage Ratio on Financial
Distress in The Apparel and Luxury Goods Sub-sector”
International Journal of Management Analytics (IJMA) Vol. 4 No. 1,
Januari 2026 121–130
DOI:https://doi.org/10.59890/ijma.v4i1.221 URL:
https://dmimultitechpublisher.my.id/index.php/ijma
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