Submitted:
07 July 2023
Posted:
10 July 2023
Read the latest preprint version here
Abstract
Keywords:
1. Introduction
2. Materials and Methods
3. Results
4. Discussion
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Crises | Years Before Crises | Years of Crises |
|---|---|---|
| 2018 Economic Crisis | 2017 | 2018 |
| COVID-19 Pandemic | 2019 | 2020 |
| 2023 Earthquakes | 2022 | 2023 |
| Codes | Company Names |
|---|---|
| ANGEN | ANATOLİA TANI VE BİYOTEKNOLOJİ ÜRÜNLERİ ARAŞTIRMA GELİŞTİRME SANAYİ VE TİCARET A.Ş. |
| AVHOL | AVRUPA YATIRIM HOLDİNG A.Ş. |
| DEVA | DEVA HOLDİNG A.Ş. |
| ECILC | EİS ECZACIBAŞI İLAÇ SINAİ VE FİNANSAL YATIRIMLAR SANAYİ VE TİCARET A.Ş. |
| EGEPO | NASMED ÖZEL SAĞLIK HİZMETLERİ TİCARET A.Ş. |
| GENIL | GEN İLAÇ VE SAĞLIK ÜRÜNLERİ SANAYİ VE TİCARET A.Ş. |
| KAYSE | KAYSERİ ŞEKER FABRİKASI A.Ş. |
| LKMNH | LOKMAN HEKİM ENGÜRÜSAĞ SAĞLIK TURİZM EĞİTİM HİZMETLERİ VE İNŞAAT TAAHHÜT A.Ş. |
| MEDTR | MEDİTERA TIBBİ MALZEME SANAYİ VE TİCARET A.Ş. |
| MPARK | MLP SAĞLIK HİZMETLERİ A.Ş. |
| ONCSM | ONCOSEM ONKOLOJİK SİSTEMLER SANAYİ VE TİCARET A.Ş. |
| RTALB | RTA LABORATUVARLARI BİYOLOJİK ÜRÜNLER İLAÇ VE MAKİNE SANAYİ TİCARET A.Ş. |
| SEYKM | SEYİTLER KİMYA SANAYİ A.Ş. |
| TNZTP | TAPDİ OKSİJEN ÖZEL SAĞLIK VE EĞİTİM HİZMETLERİ SANAYİ TİCARET A.Ş. |
| TRILC | TURK İLAÇ VE SERUM SANAYİ A.Ş. |
| Financial Ratios | Calculations | |
|---|---|---|
| Liquidity Ratios | L1: Current Ratio | Current Assets / Current Liabilities |
| L2: Quick Ratio | (Current Assets – Inventories) / Current Liabilities | |
| L3: Cash Ratio | (Current Assets – Inventories – Accounts Receivable) / Current Liabilities | |
| Turnover Ratios | T1: Inventory Turnover Ratio | Cost of Goods Sold / Inventories |
| T2: Accounts Receivable Turnover Ratio | Net Sales / Accounts Receivable | |
| T3: Asset Turnover Ratio | Net Sales / Total Assets | |
| Leverage Ratios | LV1: Total Debt Ratio | Total Debt / Total Assets |
| LV2: Long-term Debt Ratio | Long-term Debt / Total Assets | |
| LV3: Interest Coverage Ratio | Earnings Before Interest and Taxes / Interest Expense | |
| Profitability Ratios | P1: Return on Assets | Net Profit / Total Assets |
| P2: Return on Equity | Net Profit / Equity | |
| P3: Net Profit Margin | Net Profit / Net Sales | |
| Years | Firms | L1 | L2 | L3 | T1 | T2 | T3 | LV1 | LV2 | LV3 | P1 | P2 | P3 | S |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2017 | AVHOL | 0.70 | 0.66 | 0.02 | -20.04 | 1.59 | 0.64 | 0.80 | 0.41 | 0.15 | 0.00 | 0.01 | 0.00 | -6.15 |
| DEVA | 1.48 | 0.97 | 0.27 | -2.11 | 2.74 | 0.64 | 0.52 | 0.28 | -1.57 | 0.07 | 0.15 | 0.12 | 24.43 | |
| ECILC | 3.53 | 3.18 | 2.49 | -5.00 | 4.10 | 0.16 | 0.09 | 0.04 | -28.59 | 0.04 | 0.04 | 0.24 | 60.03 | |
| LKMNH | 1.00 | 0.85 | 0.17 | -16.61 | 4.41 | 1.06 | 0.66 | 0.48 | -0.59 | 0.03 | 0.08 | 0.03 | 58.68 | |
| MPARK | 0.92 | 0.88 | 0.27 | -42.27 | 3.43 | 0.95 | 0.96 | 0.93 | 0.45 | -0.05 | -1.17 | -0.05 | No data | |
| RTALB | 4.94 | 4.13 | 2.33 | -3.81 | 2.67 | 0.61 | 0.14 | 0.01 | -7.44 | 0.07 | 0.08 | 0.11 | 38.75 | |
| SEYKM | 8.02 | 5.85 | 3.46 | -2.97 | 4.60 | 0.75 | 0.11 | 0.03 | -13.10 | 0.08 | 0.09 | 0.11 | 342.72 | |
| TRILC | 0.86 | 0.74 | 0.12 | -3.14 | 2.24 | 0.43 | 0.61 | 0.35 | -0.99 | 0.07 | 0.17 | 0.16 | No data | |
| 2018 | AVHOL | 2.09 | 1.84 | 0.42 | -12.63 | 2.61 | 0.82 | 0.42 | 0.25 | 0.09 | 0.00 | 0.00 | 0.00 | 99.18 |
| DEVA | 1.65 | 1.00 | 0.31 | -1.38 | 2.58 | 0.62 | 0.55 | 0.31 | -1.28 | 0.08 | 0.18 | 0.13 | -24.89 | |
| ECILC | 3.77 | 3.41 | 2.64 | -5.11 | 3.72 | 0.16 | 0.10 | 0.05 | -16.67 | 0.05 | 0.06 | 0.35 | -34.69 | |
| LKMNH | 0.71 | 0.56 | 0.10 | -11.63 | 4.65 | 1.00 | 0.71 | 0.41 | -0.71 | 0.03 | 0.10 | 0.03 | -25.35 | |
| MPARK | 0.98 | 0.93 | 0.28 | -32.97 | 3.48 | 0.97 | 0.82 | 0.67 | 0.35 | -0.04 | -0.22 | -0.04 | No data | |
| RTALB | 3.79 | 3.35 | 1.13 | -4.54 | 2.45 | 0.31 | 0.14 | 0.01 | 2.91 | 0.01 | 0.01 | 0.03 | -36.94 | |
| SEYKM | 5.69 | 3.64 | 1.51 | -3.25 | 4.67 | 0.91 | 0.13 | 0.03 | -11.45 | 0.10 | 0.12 | 0.11 | -25.38 | |
| TRILC | 0.95 | 0.87 | 0.15 | -5.29 | 1.77 | 0.51 | 0.67 | 0.29 | -0.54 | 0.08 | 0.23 | 0.15 | No data | |
| 2019 | AVHOL | 1.72 | 1.59 | 0.33 | -8.50 | 1.00 | 0.22 | 0.40 | 0.27 | -1.06 | 0.06 | 0.10 | 0.27 | -36.63 |
| DEVA | 1.85 | 1.21 | 0.49 | -1.52 | 2.85 | 0.65 | 0.51 | 0.29 | -1.89 | 0.13 | 0.28 | 0.21 | 173.28 | |
| ECILC | 2.79 | 2.55 | 1.89 | -6.34 | 3.76 | 0.18 | 0.12 | 0.05 | -2.49 | 0.03 | 0.04 | 0.19 | 52.95 | |
| LKMNH | 0.79 | 0.62 | 0.14 | -11.82 | 4.88 | 0.90 | 0.75 | 0.58 | -0.14 | 0.02 | 0.09 | 0.02 | 29.83 | |
| MPARK | 0.89 | 0.84 | 0.30 | -31.52 | 3.73 | 0.95 | 0.94 | 0.88 | -0.14 | 0.01 | 0.15 | 0.01 | 49.53 | |
| RTALB | 4.43 | 4.05 | 1.96 | -4.21 | 2.37 | 0.17 | 0.12 | 0.04 | -19.33 | 0.05 | 0.05 | 0.26 | 42.96 | |
| SEYKM | 3.03 | 2.07 | 1.20 | -2.82 | 5.11 | 0.89 | 0.25 | 0.03 | -20.52 | 0.13 | 0.17 | 0.15 | 76.34 | |
| TRILC | 0.89 | 0.81 | 0.12 | -6.11 | 1.53 | 0.57 | 0.76 | 0.29 | -0.48 | 0.05 | 0.21 | 0.09 | No data | |
| 2020 | AVHOL | 0.98 | 0.87 | 0.23 | -4.00 | 0.91 | 0.25 | 0.45 | 0.02 | -0.16 | 0.00 | 0.00 | 0.00 | 289.61 |
| DEVA | 1.97 | 1.39 | 0.69 | -1.78 | 2.70 | 0.60 | 0.47 | 0.22 | -5.59 | 0.21 | 0.40 | 0.35 | 169.10 | |
| ECILC | 3.06 | 2.70 | 2.16 | -4.08 | 4.03 | 0.15 | 0.12 | 0.05 | -7.98 | 0.05 | 0.06 | 0.35 | 98.11 | |
| LKMNH | 0.74 | 0.61 | 0.16 | -12.53 | 4.94 | 0.81 | 0.67 | 0.47 | -2.00 | 0.06 | 0.19 | 0.08 | 85.76 | |
| MPARK | 0.92 | 0.87 | 0.35 | -26.95 | 3.47 | 0.88 | 0.92 | 0.84 | -0.27 | 0.01 | 0.19 | 0.02 | 24.19 | |
| RTALB | 1.73 | 1.51 | 0.58 | -6.65 | 3.12 | 0.90 | 0.35 | 0.04 | -17.44 | 0.24 | 0.36 | 0.26 | 1201.14 | |
| SEYKM | 3.94 | 3.31 | 2.58 | -3.68 | 5.11 | 0.74 | 0.33 | 0.16 | -18.63 | 0.28 | 0.42 | 0.38 | 408.20 | |
| TRILC | 1.06 | 0.84 | 0.09 | -2.12 | 1.39 | 0.50 | 0.63 | 0.22 | -0.96 | 0.08 | 0.23 | 0.17 | No data |
| Values | L1 | L2 | L3 | T1 | T2 | T3 | LV1 | LV2 | LV3 | P1 | P2 | P3 | S |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| N | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 6 |
| Mean (2017) | 2.68 | 2.16 | 1.14 | -12.00 | 3.22 | 0.66 | 0.49 | 0.32 | -6.46 | 0.04 | -0.07 | 0.09 | 86.41 |
| Std. Dev. (2017) | 2.64 | 1.98 | 1.38 | 14.02 | 1.09 | 0.28 | 0.34 | 0.31 | 10.10 | 0.04 | 0.45 | 0.09 | 127.94 |
| Mean (2018) | 2.45 | 1.95 | 0.82 | -9.60 | 3.24 | 0.66 | 0.44 | 0.25 | -3.41 | 0.04 | 0.06 | 0.10 | -8.01 |
| Std. Dev. (2018) | 1.78 | 1.31 | 0.89 | 10.22 | 1.06 | 0.32 | 0.29 | 0.22 | 6.83 | 0.05 | 0.14 | 0.12 | 52.77 |
| Negative Ranks | 3 | 3 | 3 | 4 | 4 | 3 | 2 | 4 | 3 | 1 | 2 | 2 | 5 |
| Positive Ranks | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 2 | 5 | 5 | 6 | 3 | 1 |
| Ties | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 2 | 0 | 2 | 0 | 3 | 0 |
| Z | -0.140 | -0.140 | -0.140 | -0.911 | -0.280 | -0.423 | -0.169 | -1.572 | -1.680 | -0.970 | -1.404 | -0.412 | -1.153 |
| p | 0.889 | 0.889 | 0.889 | 0.362 | 0.779 | 0.672 | 0.866 | 0.116 | 0.093 | 0.332 | 0.160 | 0.680 | 0.249 |
| Values | L1 | L2 | L3 | T1 | T2 | T3 | LV1 | LV2 | LV3 | P1 | P2 | P3 | S |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| N | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 7 |
| Mean (2019) | 2.05 | 1.72 | 0.80 | -9.11 | 3.15 | 0.57 | 0.48 | 0.30 | -5.76 | 0.06 | 0.14 | 0.15 | 55.45 |
| Std. Dev. (2019) | 1.29 | 1.15 | 0.77 | 9.62 | 1.49 | 0.34 | 0.31 | 0.30 | 8.79 | 0.05 | 0.08 | 0.10 | 62.79 |
| Mean (2020) | 1.80 | 1.51 | 0.86 | -7.69 | 3.21 | 0.60 | 0.49 | 0.25 | -6.63 | 0.12 | 0.23 | 0.20 | 325.16 |
| Std. Dev. (2020) | 1.15 | 0.98 | 0.96 | 8.52 | 1.52 | 0.28 | 0.25 | 0.28 | 7.56 | 0.11 | 0.15 | 0.16 | 408.11 |
| Negative Ranks | 3 | 3 | 3 | 3 | 4 | 6 | 4 | 5 | 5 | 1 | 1 | 1 | 2 |
| Positive Ranks | 5 | 5 | 5 | 5 | 3 | 2 | 3 | 1 | 3 | 6 | 7 | 6 | 5 |
| Ties | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 1 | 0 | 1 | 0 |
| Z | -0.280 | -0.421 | -0.631 | -1.120 | 0.000 | -1.193 | -0.085 | -1.156 | -0.561 | -1.690 | -1.895 | -1.183 | -1.859 |
| p | 0.779 | 0.674 | 0.528 | 0.263 | 1.000 | 0.233 | 0.933 | 0.248 | 0.575 | 0.091 | 0.058 | 0.237 | 0.063 |
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