Table 1
Expected impact of IFRS 16 on selected financial indicators
| Indicator | Formula | Expected change | |
|---|---|---|---|
| ROS (for H1) | Return on sales ratio | Increase | |
| ROA (for H2A) | Return on assets ratio | Decrease | |
| ROE (for H2B) | Return on equity ratio | Increase | |
| D/E (for H3) | Debt-to-equity ratio | Increase | |
| D/A (for H3) | Debt-to-total assets ratio | Increase | |
| CR (for H4) | Current liquidity ratio | Decrease | |
[i] IFRS, International Financial Reporting Standard.
[ii] Source: Own elaboration based on the study by Krawczak and Dyląg [2018].
Table 2
Descriptive statistics and changes in total assets and liabilities (in thousands of PLN) by standard users before and after implementing IFRS 16
| Item | Year, Δ | Standard users | N | Mean | Minimum | Maximum | Standard deviation |
|---|---|---|---|---|---|---|---|
| Total assets | 2018 | Polish Accounting Act users | 186 | 30,908 | 49 | 563,668 | 63,456 |
| IFRS adopters | 308 | 2,107,938 | 54 | 75,905,000 | 7,773,162 | ||
| Total | 494 | 1,325,898 | 49 | 75,905,000 | 6,216,285 | ||
| 2019 | Polish Accounting Act users | 186 | 31,347 | 35 | 591,346 | 63,398 | |
| IFRS adopters | 308 | 2,299,975 | 90 | 77,650,000 | 8,357,781 | ||
| Total | 494 | 1,445,795 | 35 | 77,650,000 | 6,686,596 | ||
| Change | Polish Accounting Act users | 186 | 1.42% | ||||
| IFRS adopters | 308 | 9.11% | |||||
| Total | 494 | 9.04% | |||||
| Total liabilities | 2018 | Polish Accounting Act users | 186 | 15,171 | 16 | 223,246 | 27,709 |
| IFRS adopters | 308 | 1,005,321 | 164 | 28,402,000 | 3,344,601 | ||
| Total | 494 | 632,511 | 16 | 28,402,000 | 2,682,695 | ||
| 2019 | Polish Accounting Act users | 186 | 14,352 | 21 | 164,686 | 24,210 | |
| IFRS adopters | 308 | 1,191,435 | 37 | 34,513,000 | 3,921,738 | ||
| Total | 494 | 748,242 | 21 | 34,513,000 | 3,146,991 | ||
| Change | Polish Accounting Act users | 186 | −5.40% | ||||
| IFRS adopters | 308 | 18.51% | |||||
| total | 494 | 18.30% |
[i] IFRS, International Financial Reporting Standard.
[ii] Source: Own elaboration based on data retrieved from financial statements from the Orbis database.
Table 3
Characteristics of research subsamples by industry
| Sector | Number of companies | Number of companies using IFRS 16 (test group) | Average lease liability (in thousands of PLN) |
|---|---|---|---|
| Construction | 21 | 15 | 21,799 |
| Trade | 70 | 48 | 124,376 |
| Manufacturing | 172 | 121 | 94,502 |
| Services | 231 | 124 | 101,014 |
[i] IFRS, International Financial Reporting Standard.
[ii] Source: Own elaboration based on data retrieved from financial statements from the Orbis database.
Table 4
Correlations matrix
| Variables | Year | Standard | Year × Standard | ROS | ROA | ROE | D/E | D/A | CR |
|---|---|---|---|---|---|---|---|---|---|
| Year | 1 | ||||||||
| Standard | 0 | 1 | |||||||
| Year × Standard | 0.673 | 0.523 | 1 | ||||||
| ROS | −0.024 | 0.033 | 0.016 | 1 | |||||
| ROA | −0.014 | 0.05 | 0.031 | 0.083 | 1 | ||||
| ROE | 0.032 | 0.046 | 0.052 | 0.077 | 0.302 | 1 | |||
| D/E | −0.009 | −0.02 | 0.012 | 0.01 | 0.017 | −0.198 | 1 | ||
| D/A | 0.031 | −0.03 | 0.011 | 0 | −0.319 | 0.005 | −0.028 | 1 | |
| CR | −0.018 | −0.091 | −0.048 | 0.028 | 0.008 | 0.005 | −0.023 | −0.014 | 1 |
[i] CR, current liquidity ratio; D/A, debt-to-total assets ratio; D/E, debt-to-equity ratio; ROA, return on assets; ROE, return on equity; ROS, return on sales.
Table 5
Descriptive statistics of the dependent variables
| Ratio | Year | Standard users | N | Mean | Q1 | Q3 | Standard deviation |
|---|---|---|---|---|---|---|---|
| ROS | 2018 | Polish Accounting Act users | 186 | −14 | −0.08 | 0.06 | 170 |
| IFRS adopters | 308 | −9.2 | 0 | 0.08 | 113 | ||
| Total | 494 | −11 | −0.02 | 0.07 | 137 | ||
| 2019 | Polish Accounting Act users | 186 | −87 | −0.03 | 0.08 | 1340 | |
| IFRS adopters | 308 | −11 | −0.004 | 0.08 | 133 | ||
| Total | 494 | −40 | −0.01 | 0.08 | 828 | ||
| ROA | 2018 | Polish Accounting Act users | 186 | −0.16 | −0.09 | 0.05 | 1.03 |
| IFRS adopters | 308 | −0.06 | −0.003 | 0.07 | 1.76 | ||
| Total | 494 | −0.1 | −0.03 | 0.07 | 1.5 | ||
| 2019 | Polish Accounting Act users | 186 | −0.38 | −0.04 | 0.09 | 4.2 | |
| IFRS adopters | 308 | −0.03 | −0.005 | 0.06 | 0.82 | ||
| Total | 494 | −0.16 | −0.02 | 0.07 | 2.7 | ||
| ROE | 2018 | Polish Accounting Act users | 186 | −0.33 | −0.19 | 0.14 | 2.1 |
| IFRS adopters | 308 | −0.13 | 0.01 | 0.14 | 3.4 | ||
| Total | 494 | −0.21 | −0.02 | 0.14 | 3 | ||
| 2019 | Polish Accounting Act users | 186 | −0.24 | −0.05 | 0.005 | 2.4 | |
| IFRS adopters | 308 | 0.11 | 0.16 | 0.14 | 3.1 | ||
| Total | 494 | −0.02 | −0.02 | 0.15 | 2.8 | ||
| D/E | 2018 | Polish Accounting Act users | 186 | 2.1 | 0.37 | 1.67 | 8 |
| IFRS adopters | 308 | 1.2 | 0.41 | 1.44 | 4.9 | ||
| Total | 494 | 1.5 | 0.4 | 1.5 | 6.3 | ||
| 2019 | Polish Accounting Act users | 186 | 1.2 | 0.29 | 1.4 | 3.8 | |
| IFRS adopters | 308 | 1.6 | 0.46 | 1.6 | 5.4 | ||
| Total | 494 | 1.4 | 0.39 | 1.6 | 4.9 | ||
| D/A | 2018 | Polish Accounting Act users | 186 | 1.4 | 0.29 | 0.69 | 8.7 |
| IFRS adopters | 308 | 0.6 | 0.35 | 0.62 | 1.1 | ||
| Total | 494 | 0.92 | 0.33 | 0.63 | 5.4 | ||
| 2019 | Polish Accounting Act users | 186 | 1.8 | 0.26 | 0.66 | 12 | |
| IFRS adopters | 308 | 1.4 | 0.36 | 0.66 | 14 | ||
| Total | 494 | 1.5 | 0.32 | 0.66 | 13 | ||
| CR | 2018 | Polish Accounting Act users | 186 | 8.9 | 1 | 2.8 | 65 |
| IFRS adopters | 308 | 2 | 1 | 2 | 2.1 | ||
| Total | 494 | 4.6 | 1 | 2.3 | 40 | ||
| 2019 | Polish Accounting Act users | 186 | 6.3 | 1.1 | 3.2 | 26 | |
| IFRS adopters | 308 | 1.9 | 0.92 | 2.1 | 2.2 | ||
| Total | 494 | 3.5 | 1 | 2.41 | 16 |
[i] CR, current liquidity ratio; D/A, debt-to-total assets ratio; D/E, debt-to-equity ratio; IFRS, International Financial Reporting Standard; ROA, return on assets; ROE, return on equity; ROS, return on sales.
[ii] Source: Own elaboration based on data retrieved from financial statements from the Orbis database.
Table 6
DID results of model estimation on the total research sample
| Variables | Model 1 (ROS) | Model 2 (ROA) | Model 3 (ROE) | Model 4 (D/E) | Model 5 (D/A) | Model 6 (CR) |
|---|---|---|---|---|---|---|
| Year × Standard (DID variable) | 71.7 (99.45) | 0.24 (0.34) | 0.17 (0.35) | 1.27* (0.77) | 0.47 (1.34) | 2.57 (5.12) |
| Standard | 4.68 (14) | 0.11 (0.13) | 0.19 (0.25) | −0.87 (0.65) | −0.85 (0.64) | −6.96 (4.74) |
| Year | −73.34 (98.95) | −0.21 (0.32) | 0.08 (0.23) | −0.9 (0.65) | 0.32 (1.09) | −2.67 (5.12) |
| Constant | −13.9 (12.42) | −0.16** (0.08) | −0.33** (0.15) | 2.06*** (0.58) | 1.44** (0.64) | 8.94* (4.74) |
| R2 | 0.0025 | 0.0034 | 0.0033 | 0.0035 | 0.002 | 0.0089 |
[ii] DID, difference in differences; CR, current liquidity ratio; D/A, debt-to-total assets ratio; D/E, debt-to-equity ratio; ROA, return on assets; ROE, return on equity; ROS, return on sales.
[iii] Source: Own elaboration based on data retrieved from financial statements obtained from the Orbis database (Bureau van Dijk, A Moody's Analytics Company, Amsterdam, the Netherlands) and calculations using the STATA program (StataCorp LLC, Lakeway Drive, Texas, USA).
Table 7
DID model estimation results on research sample truncated by 1p outliers
| Variables | Model 1 (ROS) | Model 2 (ROA) | Model 3 (ROE) | Model 4 (D/E) | Model 5 (D/A) | Model 6 (CR) |
|---|---|---|---|---|---|---|
| Year × Standard (DID variable) | −0.19 (0.31) | −0.07* (0.04) | −0.08 (0.09) | 0.67** (0.3) | 0.05 (0.05) | −0.13 (0.19) |
| Standard | 0.45* (0.24) | 0.06* (0.03) | 0.14** (0.06) | −0.31 (0.23) | 0.01 (0.03) | −0.22* (0.13) |
| Year | 0.23 (0.29) | 0.07** (0.03) | 0.07 (0.08) | −0.52** (0.23) | −0.02 (0.04) | 0.18 (0.15) |
| Constant | −0.63*** (0.23) | −0.07*** (0.02) | −0.11** (0.05) | 1.5*** (0.19) | 0.53*** (0.03) | 1.93*** (0.11) |
| No. of observations | 969 | 969 | 969 | 970 | 968 | 889 |
| R2 | 0.0086 | 0.0066 | 0.0073 | 0.0056 | 0.0028 | 0.0233 |
[ii] 1p, one percentile; DID, difference in differences; CR, current liquidity ratio; D/A, debt-to-total assets ratio; D/E, debt-to-equity ratio; ROA, return on assets; ROE, return on equity; ROS, return on sales.
[iii] Source: Own elaboration based on data retrieved from financial statements obtained from the Orbis database and calculations using the STATA program.
Table 8
DID model estimation results on research sample truncated by 5p outliers
| Variables | Model 1 (ROS) | Model 2 (ROA) | Model 3 (ROE) | Model 4 (D/E) | Model 5 (D/A) | Model 6 (CR) |
|---|---|---|---|---|---|---|
| Year × Standard (DID variable) | −0.03 (0.03) | −0.02 (0.02) | −0.02 (0.03) | 0.15 (0.14) | 0.08** (0.03) | −0.13 (0.19) |
| Standard | 0.05** (0.02) | 0.04*** (0.01) | 0.04* (0.02) | 0.03 (0.1) | −0.02 (0.02) | −0.22* (0.13) |
| Year | 0.02 (0.03) | 0.01 (0.01) | 0.01 (0.03) | −0.08 (0.12) | −0.05*** (0.02) | 0.18 (0.15) |
| Constant | −0.05*** (0.02) | −0.02* (0.01) | 0.02 (0.02) | 1.08*** (0.09) | 0.52*** (0.02) | 1.93*** (0.11) |
| No. of observations | 888 | 889 | 890 | 889 | 890 | 889 |
| R2 | 0.009 | 0.019 | 0.0054 | 0.0039 | 0.0098 | 0.0132 |
[ii] 5p, five percentile; DID, difference in differences; CR, current liquidity ratio; D/A, debt-to-total assets ratio; D/E, debt-to-equity ratio; ROA, return on assets; ROE, return on equity; ROS, return on sales.
[iii] Source: Own elaboration based on data retrieved from financial statements obtained from the Orbis database and calculations using the STATA program.
Table 9
Descriptive statistics of profitability indicators
| Indicator | Numerator | No. of observations | Mean | Q1 | Q3 | Standard deviation |
|---|---|---|---|---|---|---|
| ROS | Net income | 988 | −7.38 | −0.15 | 0.08 | 593 |
| EBIT | 988 | −2.7 | 0 | 0.11 | 54 | |
| ROA | Net income | 988 | −0.13 | −0.02 | 0.07 | 2.2 |
| EBIT | 988 | −0.03 | −0.0004 | 0.09 | 1.8 | |
| ROE | Net income | 988 | −0.11 | −0.02 | 0.14 | 2.9 |
| EBIT | 988 | 0.08 | 0.01 | 0.2 | 1 |
[i] EBIT, earnings before interest and taxes; ROA, return on assets; ROE, return on equity; ROS, return on sales.
[ii] Source: Own elaboration based on data retrieved from financial statements obtained from the Orbis database and calculations using the STATA program.
Table 10
DID results of models with different numerators of profitability ratios on the total sample
| Variable | Model 1 (ROS with net income) | Model 7 (ROS with EBIT) | Model 2 (ROA with net income) | Model 8 (ROA with EBIT) | Model 3 (ROE with net income) | Model 9 (ROE with EBIT) |
|---|---|---|---|---|---|---|
| Year × Standard (DID variable) | 71.7 (99.45) | 0.37 (5.51) | 0.24 (0.34) | 0.12 (0.3) | 0.17 (0.35) | −0.08 (0.14) |
| Standard | 4.68 (14) | −3.51 (4.03) | 0.11 (0.13) | 0.07 (0.07) | 0.19 (0.25) | 0.24* (0.12) |
| Year | −73.34 (98.95) | −0.18 (0.58) | −0.21 (0.32) | −0.11 (0.3) | 0.08 (0.23) | 0.16 (0.12) |
| Constant | −13.9 (12.42) | −0.56*** (0.22) | −0.16** (0.08) | −0.06 (0.06) | −0.33** (0.15) | −0.13 (0.12) |
| R2 | 0.0025 | 0.0009 | 0.0034 | 0.0016 | 0.0033 | 0.0126 |
Table 11
DID results for the construction sector
| Variables | Model 1 (ROS) | Model 2 (ROA) | Model 3 (ROE) | Model 4 (D/E) | Model 5 (D/A) | Model 6 (CR) |
|---|---|---|---|---|---|---|
| Year × Standard (DID variable) | 0.66 (1.54) | −0.14 (0.29) | −2.44 (2.8) | −0.23 (4.3) | 0.12 (0.33) | −0.15 (0.34) |
| Standard | 0.7 (0.71) | 0.06 (0.06) | 1.19 (1.09) | −1.56 (4.85) | 0.08 (0.12) | −0.09 (0.2) |
| Year | −0.6 (1.49) | −0.02 (0.14) | 1.52 (1.1) | −3.95 (2.68) | 0.08 (0.18) | 0.04 (0.3) |
| Constant | −0.74 (0.71) | −0.07 (0.06) | −1.22 (1.09) | 5.16** (2.55) | 0.71*** (0.07) | 1.35*** (0.16) |
| No. of observations | 42 | 42 | 42 | 42 | 42 | 42 |
| R2 | 0.0916 | 0.0149 | 0.0096 | 0.0739 | 0.0262 | 0.0357 |
Table 12
DID results for the trade sector
| Variables | Model 1 (ROS) | Model 2 (ROA) | Model 3 (ROE) | Model 4 (D/E) | Model 5 (D/A) | Model 6 (CR) |
|---|---|---|---|---|---|---|
| Year × Standard (DID variable) | −39.1 (39.57) | −0.02 (0.28) | 0.79 (0.8) | 1.75* (0.91) | 0.35 (0.3) | −0.93 (1.3) |
| Standard | 0.96 (1.03) | −0.14* (0.08) | 0.16 (0.13) | −0.97* (0.54) | 0.14* (0.08) | 0.14 (0.5) |
| Year | −0.35 (1.59) | −0.09 (0.07) | −0.22 (0.2) | −0.42 (0.48) | −0.03 (0.06) | 0.94 (1.04) |
| Constant | −1.01 (1.03) | 0.06 (0.04) | 0.06 (0.07) | 1.58*** (0.42) | 0.49*** (0.04) | 1.94*** (0.21) |
| No. of observations | 140 | 140 | 140 | 140 | 140 | 140 |
| R2 | 0.0134 | 0.0061 | 0.0128 | 0.0298 | 0.0272 | 0.007 |
Table 13
DID results for the manufacturing sector
| Variables | Model 1 (ROS) | Model 2 (ROA) | Model 3 (ROE) | Model 4 (D/E) | Model 5 (D/A) | Model 6 (CR) |
|---|---|---|---|---|---|---|
| Year × Standard (DID variable) | −44.03 (48.12) | 0.96 (1.09) | 0.53 (0.55) | −0.74 (1.24) | −0.83 (3.1) | −0.14 (1.12) |
| Standard | 32.63 (46.73) | 0.36 (0.26) | 0.21 (0.16) | 0.29 (0.77) | 1.8 (1.73) | −0.9 (0.83) |
| Year | 44.67 (45.08) | −0.99 (1.09) | −0.53 (0.54) | 0.82 (1.01) | 0.86 (3.1) | −0.06 (1.1) |
| Constant | −44.95 (45.08) | 0.35 (0.26) | −0.15 (0.15) | 0.84* (0.43) | 2.26 (1.73) | 3.04 (0.81) |
| No. of observations | 344 | 344 | 344 | 344 | 344 | 344 |
| R2 | 0.0063 | 0.0238 | 0.0263 | 0.0018 | 0.0147 | 0.018 |
Table 14
DID results for the services sector
| Variables | Model 1 (ROS) | Model 2 (ROA) | Model 3 (ROE) | Model 4 (D/E) | Model 5 (D/A) | Model 6 (CR) |
|---|---|---|---|---|---|---|
| Year × Standard (DID variable) | 159.24 (171.11) | 0.04 (0.31) | 0.16 (0.58) | 2.48** (1.15) | 1.64 (2.26) | 4.77 (8.86) |
| Standard | −8.36 (10.77) | 0.003 (0.25) | 0.25 (0.54) | −1.36 (1.01) | −0.6 (0.76) | −11.76 (8.22) |
| Year | −148.68 (170.78) | 0.12 (0.19) | 0.35 (0.3) | −1.64* (1) | 0.15 (1.17) | −4.81 (8.86) |
| Constant | −2.49* (1.48) | −0.13*** (0.04) | 0.43* (0.25) | 2.58*** (0.98) | 1.29* (0.75) | 13.61* (8.21) |
| No. of observations | 462 | 462 | 462 | 462 | 462 | 462 |
| R2 | 0.0053 | 0.0337 | 0.0048 | 0.0116 | 0.0028 | 0.0125 |
