Disclosure of Sustainability Practices in Annual Reports and the Funding Cost of Cooperative Financial Organizations
Abstract
:1. Introduction
2. Literature Review and Hypothesis Development
3. Research Design
3.1. Econometric Model and Variables
3.1.1. Variable of Interest
3.1.2. Dependent Variable
3.1.3. Control Variables
Size
Credit Risk
Profitability
Operational Efficiency
Liquidity
Regulatory Aspects
Inflation
3.2. Population and Sample
3.3. Sources of Evidence and Data Collection and Analysis Techniques
4. Results
4.1. Descriptive Analysis of the Variable of Interest
4.2. Descriptive Analysis of the Dependent and Control Variables
4.3. Random Effects Estimator Analysis and Discussion of the Hypothesis Result
5. Final Considerations
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A. Sustainability Indicators CFOs
What Was Verified in the Annual Reports? | Indicators | No. |
Economic | ||
Does it disclose the balance sheet, the income statement, the statement of comprehensive income, the statement of changes in equity, the cash flow statement, and the explanatory notes? | Financial Statements | 1 |
Does it disclose the report of the independent auditors? | Report on the Independent Auditors | 2 |
Does it disclose the investments made by nature (financial instruments, equity instruments, property, plant and equipment, and intangible assets)? | Investments | 3 |
Does it disclose the amount of funds raised, the funding costs, and the maturities? | Loans and Borrowings (Funding) | 4 |
Does it disclose the total amount of credit extended, the interest rate, and the repayment terms? | Credit Extension | 5 |
Does it disclose the level of default in credit extension operations? | Default (Credit Extension) | 6 |
Does it reveal information about irregularities, including penalties and/or litigation, for example? | Fines and Litigation | 7 |
Does it present information on pecuniary benefits paid to members (surpluses, interest on equity, reduced fees, lower interest and financial charges on loans and borrowings, better yields on deposits, etc.)? | Benefits to Members | 8 |
Does it provide information on executive compensation, on an individual basis? | Executive Compensation? | 9 |
Does it provide information on board members’ compensation, on an individual basis? | Board members’ compensation | 10 |
Does it provide information on salaries and monetary benefits paid to employees? | Salaries and Benefits to Employees | 11 |
Does it provide information on the number of member entries and exits? | Member turnover | 12 |
Does it provide information on the number of employee entries and exits? | Employee turnover | 13 |
Does it disclose the employee compensation and career development policies? | Employee compensation and career structure | 14 |
Does it disclose information about the strategic planning? | Strategic planning | 15 |
Does it disclose economic-financial performance through indicators? | Economic-financial performance indicators | 16 |
Social | ||
Does it demonstrate the current governance structure? | Cooperative governance structure | 1 |
Does it disclose the existence of a code of ethics and conduct (integrity)? | Code of ethics and conduct (integrity) | 2 |
Does it disclose the number of members? | Number of members | 3 |
Does it disclose the number of employees? | Number of employees | 4 |
Does it demonstrate the non-monetary benefits received by the members? | Member benefits plan | 5 |
Does it demonstrate the non-monetary benefits received by the employees? | Employee benefits plan | 6 |
Does it disclose information on training programs conducted for employees? | Continuous training for employees | 7 |
Does it disclose information on financial training programs conducted for members? | Financial education for members | 8 |
Does it disclose the social balance sheet? | Social balance sheet | 9 |
Does it disclose social performance through indicators? | Social performance indicators | 10 |
Does it disclose its actions, explicitly relating them to cooperative principles and values? | Cooperative principles | 11 |
Does it disclose its actions, explicitly relating them to the Sustainable Development Goals (SDGs)? | Sustainable Development Goals (SDGs) | 12 |
Does it disclose the social actions and/or campaigns conducted, supported, and/or funded? For example: National Financial Education Week, Cooperate Day, etc. | Social actions and campaigns | 13 |
Does it disclose the social projects conducted, supported, and/or funded? For example: ‘União faz a vida’. | Social projects | 14 |
Does it conduct, support, and/or fund activities aligned with affirmative policies? | Affirmative policies | 15 |
Environmental | ||
Does it provide information on its environmental sustainability policy? | Environmental sustainability policy | 1 |
Does it disclose the environmental sustainability report? | Environmental sustainability report | 2 |
Does it conduct environmental education and awareness campaigns? | Environmental education and awareness campaigns | 3 |
Does it conduct, support, and/or fund environmental preservation projects? | Environmental preservation project | 4 |
Does it conduct, support, and/or fund sustainable technologies? | Sustainable technologies (electric vehicles, renewable energy, etc.) | 5 |
Does it conduct, support, and/or fund activities aligned with the circular economy? | Consumption of natural resources and waste management | 6 |
Does it conduct, support, and/or fund activities aimed at reducing the emission of pollutants and/or greenhouse gases? | Reduction in pollutants and greenhouse gases | 7 |
Does it offer sustainable financial products to its members? For example: Green bonds. | Environmental investments | 8 |
Cultural | ||
Does it describe the history of the cooperative? | Cooperative history | 1 |
Does it disclose the mission, vision, principles, and values of the cooperative? | Mission, vision, principles, and values of the cooperative | 2 |
Does it sponsor local and regional culture? | Sponsorship of actions/activities in local and regional culture | 3 |
Does it encourage local and regional culture? | Encouragement of local and regional culture | 4 |
Does it disclose information on cooperative education activities conducted for members? | Cooperative education for members | 5 |
Does it disclose the awards and certifications received by the cooperative financial organization? | Awards and certifications | 6 |
Does it disclose the existence of a cooperative library (physical or virtual)? | Cooperative library (physical or virtual) | 7 |
Source: Adapted from Macagnan and Seibert (2021). |
Appendix B. Results from the Random Effects Model (Cluster-Robust Standard Errors)–Economic Pillar
Random-Effects GLS Regression | |||||
Group Variable: Id | |||||
Number of obs = 155 | |||||
Number of groups = 31 | |||||
Obs per group: | R-squared: | ||||
min = 5 | Within = 0.4852 | ||||
avg = 5.0 | Between = 0.7858 | ||||
max = 5 | Overall = 0.7561 | ||||
Wald chi2(9) = 278.71 | |||||
Prob > chi2 = 0.0000 | corr(u_i, X) = 0 (assumed) | ||||
(Std. err. adjusted for 31 clusters in Id) | |||||
[95% Conf. Interval] | p > |z| | z | Std. Err. | Coef. | FC |
−0.0250769 0.0129425 | 0.532 | −0.63 | 0.009699 | −0.0060672 | LDSEC |
−0.5334165 −0.097437 | 0.005 * | −2.84 | 0.1112213 | −0.3154268 | DEP |
−0.0004186 0.0034988 | 0.123 | 1.54 | 0.0009994 | 0.0015401 | LLP |
0.0033108 0.0075969 | 0.000 * | 4.99 | 0.0010934 | 0.0054539 | INF |
0.2090219 0.7352127 | 0.000 * | 3.52 | 0.1342348 | 0.4721173 | AE |
−1.721546 −0.2128647 | 0.012 ** | −2.51 | 0.3848747 | −0.9672053 | SPREAD |
0.0058751 0.0162509 | 0.000 * | 4.18 | 0.0026469 | 0.011063 | OR |
−0.1476258 0.1120951 | 0.789 | −0.27 | 0.0662566 | −0.0177654 | ROA |
−0.0839459 −0.0338626 | 0.000 * | −4.61 | 0.0127766 | −0.0589043 | OECD |
1.054167 1.954168 | 0.000 | 6.55 | 0.2295962 | 1.504168 | _cons |
0.01963945 | sigma_u | ||||
0.01159895 | sigma_e | ||||
(fraction of variance due to u_i) | 0.74139861 | rho | |||
* 1% significance level. ** 5% significance level. Source: Prepared by the authors. |
Appendix C. Results from the Random Effects Model (Cluster-Robust Standard Errors)–Social Pillar
Random-Effects GLS Regression | |||||
Group Variable: Id | |||||
Number of obs = 155 | |||||
Number of groups = 31 | |||||
Obs per group: | R-squared: | ||||
min = 5 | Within = 0.4904 | ||||
avg = 5.0 | Between = 0.7971 | ||||
max = 5 | Overall = 0.7666 | ||||
Wald chi2(9) = 365.55 | |||||
Prob > chi2 = 0.0000 | corr(u_i, X) = 0 (assumed) | ||||
(Std. err. adjusted for 31 clusters in Id) | |||||
[95% Conf. Interval] | p > |z| | z | Std. Err. | Coef. | FC |
−0.0336183 −0.0006718 | 0.041 ** | −2.04 | 0.0084049 | −0.0171451 | LDSS |
−0.4906286 −0.0678051 | 0.010 * | −2.59 | 0.1078651 | −0.2792169 | DEP |
−0.0004042 0.0033901 | 0.123 | 1.54 | 0.0009679 | 0.001493 | LLP |
0.0036211 0.0074267 | 0.000 * | 5.69 | 0.0009708 | 0.0055239 | INF |
0.1920382 0.7480212 | 0.001 * | 3.31 | 0.141835 | 0.4700297 | AE |
−1.678375 −0.1941311 | 0.013 ** | −2.47 | 0.3786406 | −0.936253 | SPREAD |
0.0065031 0.0162112 | 0.000 * | 4.59 | 0.0024766 | 0.0113572 | OR |
−0.1561918 0.1090153 | 0.727 | −0.35 | 0.0676561 | −0.0235883 | ROA |
−0.083964 −0.0355988 | 0.000 * | −4.85 | 0.0123383 | −0.0597814 | OECD |
0.9929399 1.904424 | 0.000 | 6.23 | 0.2325256 | 1.448682 | _cons |
0.01964359 | sigma_u | ||||
0.01158916 | sigma_e | ||||
(fraction of variance due to u_i) | 0.74180325 | rho | |||
* 1% significance level. ** 5% significance level. Source: Prepared by the authors. |
Appendix D. Results from the Random Effects Model (Cluster-Robust Standard Errors)–Environmental Pillar
Random-Effects GLS Regression | |||||
Group Variable: Id | |||||
Number of obs = 155 | |||||
Number of groups = 31 | |||||
Obs per group: | R-squared: | ||||
min = 5 | Within = 0.4844 | ||||
avg = 5.0 | Between = 0.7951 | ||||
max = 5 | Overall = 0.7643 | ||||
Wald chi2(9) = 428.56 | |||||
Prob > chi2 = 0.0000 | corr(u_i, X) = 0 (assumed) | ||||
(Std. err. adjusted for 31 clusters in Id) | |||||
[95% Conf. Interval] | p > |z| | z | Std. Err. | Coef. | FC |
−0.0150367 0.0012288 | 0.096 *** | −1.66 | 0.0041494 | −0.006904 | LDSEN |
−0.5152399 −0.1003359 | 0.004 * | −2.91 | 0.1058448 | −0.3077879 | DEP |
−0.0003479 0.0033999 | 0.110 | 1.60 | 0.0009561 | 0.001526 | LLP |
0.0031577 0.0070039 | 0.000 * | 5.18 | 0.0009812 | 0.0050808 | INF |
0.2228905 0.7445591 | 0.000 * | 3.63 | 0.1330812 | 0.4837248 | AE |
−1.704846 −0.2246006 | 0.011 ** | −2.55 | 0.3776206 | −0.9647234 | SPREAD |
0.0062245 0.0163458 | 0.000 * | 4.37 | 0.002582 | 0.0112852 | OR |
−0.153481 0.1075565 | 0.730 | −0.34 | 0.0665924 | −0.0229622 | ROA |
−0.0820004 −0.0338735 | 0.000 * | −4.72 | 0.0122775 | −0.057937 | OECD |
1.033051 1.934759 | 0.000 | 6.45 | 0.2300319 | 1.483905 | _cons |
0.01949076 | sigma_u | ||||
0.01160548 | sigma_e | ||||
(fraction of variance due to u_i) | 0.73825649 | rho | |||
* 1% significance level. ** 5% significance level. *** 10% significance level. Source: Prepared by the authors. |
Appendix E. Results from the Random Effects Model (Cluster-Robust Standard Errors)–Cultural Pillar
Random-Effects GLS Regression | |||||
Group Variable: Id | |||||
Number of obs = 155 | |||||
Number of groups = 31 | |||||
Obs per group: | R-squared: | ||||
min = 5 | Within = 0.4935 | ||||
avg = 5.0 | Between = 0.7861 | ||||
max = 5 | Overall = 0.7571 | ||||
Wald chi2(9) = 269.86 | |||||
Prob > chi2 = 0.0000 | corr(u_i, X) = 0 (assumed) | ||||
(Std. err. adjusted for 31 clusters in Id) | |||||
[95% Conf. Interval] | p > |z| | Z | Std. Err. | Coef. | FC |
−0.0250348 0.0015274 | 0.083 *** | −1.73 | 0.0067762 | −0.0117537 | LDSC |
−0.5113589 −0.0798698 | 0.007 * | −2.69 | 0.1100758 | −0.2956144 | DEP |
−0.0003214 0.0035805 | 0.102 | 1.64 | 0.0009954 | 0.0016296 | LLP |
0.0031766 0.0070442 | 0.000 * | 5.18 | 0.0009866 | 0.0051104 | INF |
0.2179322 0.7420485 | 0.000 * | 3.59 | 0.1337056 | 0.4799903 | AE |
−1.696046 −0.2392279 | 0.009 * | −2.60 | 0.371644 | −0.9676367 | SPREAD |
0.0061065 0.0160006 | 0.000 * | 4.38 | 0.0025241 | 0.0110535 | OR |
−0.1460042 0.1262206 | 0.887 | −0.14 | 0.0694464 | −0.0098918 | ROA |
−0.0824402 −0.0349928 | 0.000 * | −4.85 | 0.0121042 | −0.0587165 | OECD |
1.022293 1.930427 | 0.000 | 6.37 | 0.2316711 | 1.47636 | _cons |
0.02053328 | sigma_u | ||||
0.01156126 | sigma_e | ||||
(fraction of variance due to u_i) | 0.75928673 | rho | |||
* 1% significance level. *** 10% significance level. Source: Prepared by the authors. |
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Bibliography | Representation | Description | Variable | Expected Sign |
---|---|---|---|---|
Agnese and Giacomini (2023), Andrieș and Sprincean (2023), and Kamau and Simo-Kengne (2025) | Size | Total operating revenue in natural logarithm. | OR | +/− |
Arnould et al. (2020) and Agnese and Giacomini (2023) | Credit risk | Standardized total loan loss provisions. | LLP | + |
Andrieș and Sprincean (2023), Tran et al. (2024), and Kamau and Simo-Kengne (2025) | Profitability | ROA and spread expressed as ratios. | ROA and SPREAD | − |
Azmi et al. (2021) | Operational efficiency | Proportion of total administrative expenses relative to total assets. | AE | + |
Arnould et al. (2020) and Azmi et al. (2021) | Liquidity | Proportion of the deposit balance relative to total assets. | DEP | − |
Kamau and Simo-Kengne (2025) | Regulatory Aspects | Headquarters of CFOs located in an OECD member country. | OECD | − |
Kamau and Simo-Kengne (2025) | Inflation | Standardized inflation rate. | INF | + |
Max | Min | Std. Dev. | Mean | Obs | Year |
---|---|---|---|---|---|
0.92 | 0.36 | 0.18 | 0.70 | 31 | 2018 |
0.96 | 0.33 | 0.19 | 0.72 | 31 | 2019 |
0.92 | 0.38 | 0.18 | 0.71 | 31 | 2020 |
0.93 | 0.38 | 0.18 | 0.73 | 31 | 2021 |
0.91 | 0.46 | 0.11 | 0.76 | 31 | 2022 |
0.96 | 0.33 | 0.17 | 0.72 | 155 | Total |
Max | Min | Std. Dev. | Mean | Obs | Pillar |
---|---|---|---|---|---|
0.97 | 0.34 | 0.14 | 0.70 | 155 | Economic |
1.00 | 0.20 | 0.20 | 0.79 | 155 | Social |
1.00 | 0.00 | 0.36 | 0.69 | 155 | Environmental |
1.00 | 0.14 | 0.21 | 0.68 | 155 | Cultural |
0.96 | 0.33 | 0.17 | 0.72 | 155 | Total |
Economic | |||
---|---|---|---|
Mean | Sum | Indicators | Ranking |
0.9903 | 153.50 | Investments | 1 |
0.9903 | 153.50 | Default (credit extension) | 1 |
0.9516 | 147.50 | Financial statements | 2 |
0.9452 | 146.50 | Loans and borrowings (funding) | 3 |
0.3774 | 58.50 | Board members’ compensation | 14 |
0.2935 | 45.50 | Executive compensation | 15 |
0.2548 | 39.50 | Member turnover | 16 |
Social | |||
Mean | Sum | Indicators | Ranking |
0.9613 | 149.00 | Cooperative governance structure | 1 |
0.9258 | 143.50 | Number of employees | 2 |
0.9065 | 140.50 | Social actions and campaigns | 3 |
0.6387 | 99.00 | Sustainable Development Goals (SDGs) | 13 |
0.6194 | 96.00 | Member benefits plan | 14 |
0.5065 | 78.50 | Financial education for members | 15 |
Environmental | |||
---|---|---|---|
Mean | Sum | Indicators | Ranking |
0.7419 | 115.00 | Environmental sustainability policy | 1 |
0.7387 | 114.50 | Sustainable technologies (electric vehicles, renewable energy, etc.) | 2 |
0.7355 | 114.00 | Reduction in pollutants and greenhouse gases | 3 |
0.6645 | 103.00 | Environmental investments | 6 |
0.6484 | 100.50 | Environmental preservation project | 7 |
0.5581 | 86.50 | Consumption of natural resources and waste management | 8 |
Cultural | |||
Mean | Sum | Indicators | Ranking |
0.8774 | 136.00 | Mission, vision, principles, and values of the cooperative | 1 |
0.8484 | 131.50 | Encouragement of local and regional culture | 2 |
0.8387 | 130.00 | Cooperative history | 3 |
0.8129 | 126.00 | Sponsorship of actions/activities in local and regional culture | 5 |
0.4065 | 63.00 | Cooperative education for members | 6 |
0.1806 | 28.00 | Cooperative library (physical or virtual) | 7 |
Max | Min | Std. Dev. | Mean | Obs | Variable |
---|---|---|---|---|---|
0.3256961 | 0.0002627 | 0.0383408 | 0.0272043 | 155 | FC (%) |
0.9498093 | 0.6777741 | 0.0454742 | 0.8256758 | 155 | FC (log) |
2.99 × 1010 | 4.15 × 1007 | 7.50 × 1009 | 5.20 × 1009 | 155 | OR (EUR) |
24.12002 | 17.54014 | 1.582328 | 21.31325 | 155 | OR (log) |
3.00 × 1009 | −1.36 × 1009 | 6.11 × 1008 | 3.61 × 1008 | 155 | LLP (EUR) |
4.316143 | −2.822623 | 1 | 6.61 × 10−11 | 155 | LLP (Std) |
0.0625149 | 0.0001794 | 0.0085785 | 0.0082424 | 155 | ROA (%) |
0.8738951 | 0.6472962 | 0.0339723 | 0.7893331 | 155 | ROA (log) |
0.9777932 | 0.0320616 | 0.2132314 | 0.597525 | 155 | SPREAD (%) |
0.9989351 | 0.8509259 | 0.0233428 | 0.9712554 | 155 | SPREAD (log) |
0.1150692 | 0.000474 | 0.0203502 | 0.0220664 | 155 | AE (%) |
0.9016478 | 0.7018653 | 0.0375762 | 0.8293636 | 155 | AE (log) |
0.8942324 | 0.0085831 | 0.1776204 | 0.637649 | 155 | DEP (%) |
0.9956525 | 0.8118335 | 0.0287695 | 0.9773681 | 155 | DEP (log) |
72.4 | −1.1 | 9.048594 | 4.795484 | 155 | INF (%) |
7.471273 | −0.6515359 | 1 | 5.68 × 10−10 | 155 | INF (Std) |
1 | 0 | 0.468979 | 0.6774194 | 155 | OECD |
Results | Null hypothesis (H0) | Tests |
---|---|---|
Prob > chi2 = 0.1054 | There is no heteroskedasticity | Breusch–Pagan-Godfrey |
Prob > chi2 = 0.0002 | There is no heteroskedasticity | White |
Prob > F = 0.0000 | There is no first-order autocorrelation | Wooldridge |
Random-Effects GLS Regression | |||||
---|---|---|---|---|---|
Group Variable: Id | |||||
Number of obs = 155 | |||||
Number of groups = 31 | |||||
Obs per group: | R-squared: | ||||
min = 5 | Within = 0.4871 | ||||
avg = 5.0 | Between = 0.8029 | ||||
max = 5 | Overall = 0.7715 | ||||
Wald chi2(9) = 376.25 | |||||
Prob > chi2 = 0.0000 | corr(u_i, X) = 0 (assumed) | ||||
(Std. err. adjusted for 31 clusters in Id) | |||||
[95% Conf. Interval] | p > |z| | z | Std. Err. | Coef. | FC |
−0.0425333 −0.0044004 | 0.016 ** | −2.41 | 0.0097279 | −0.0234668 | LDS |
−0.5091239 −0.0929122 | 0.005 * | −2.84 | 0.1061784 | −0.3010181 | DEP |
−0.0004447 0.0034116 | 0.132 | 1.51 | 0.0009838 | 0.0014835 | LLP |
0.0034098 0.0072008 | 0.000 * | 5.49 | 0.0009671 | 0.0053053 | INF |
0.2209324 0.7559847 | 0.000 * | 3.58 | 0.1364954 | 0.4884586 | AE |
−10.682731 −0.2066497 | 0.012 ** | −2.51 | 0.3765584 | −0.9446905 | SPREAD |
0.0065145 0.0165495 | 0.000 * | 4.50 | 0.00256 | 0.011532 | OR |
−0.1519177 0.1156135 | 0.790 | −0.27 | 0.068249 | −0.0181521 | ROA |
−0.0826619 −0.0350282 | 0.000 * | −4.84 | 0.0121517 | −0.058845 | OECD |
0.9989691 1.916418 | 0.000 | 6.23 | 0.2340474 | 1.457694 | _cons |
0.01932097 | sigma_u | ||||
0.01159677 | sigma_e | ||||
(fraction of variance due to u_i) | 0.73515352 | rho |
[95% Conf. Interval] | p > |z| | z | Std. Err. | Coef. | FC | Appendix |
---|---|---|---|---|---|---|
−0.0250769 0.0129425 | 0.532 | −0.63 | 0.009699 | −0.0060672 | LDS (Economic) | Appendix B |
−0.0336183 −0.0006718 | 0.041 ** | −2.0 | 0.0084049 | −0.0171451 | LDS (Social) | Appendix C |
−0.0150367 0.0012288 | 0.096 *** | −1.66 | 0.0041494 | −0.006904 | LDS (Environmental) | Appendix D |
−0.0250348 0.0015274 | 0.083 *** | −1.73 | 0.0067762 | −0.0117537 | LDS (Cultural) | Appendix E |
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Teixeira, B.d.M.; Macagnan, C.B.; Justen, C.F.; Patiño-Galvan, I. Disclosure of Sustainability Practices in Annual Reports and the Funding Cost of Cooperative Financial Organizations. J. Risk Financial Manag. 2025, 18, 205. https://doi.org/10.3390/jrfm18040205
Teixeira BdM, Macagnan CB, Justen CF, Patiño-Galvan I. Disclosure of Sustainability Practices in Annual Reports and the Funding Cost of Cooperative Financial Organizations. Journal of Risk and Financial Management. 2025; 18(4):205. https://doi.org/10.3390/jrfm18040205
Chicago/Turabian StyleTeixeira, Bruno de Medeiros, Clea Beatriz Macagnan, Cenaide Francieli Justen, and Israel Patiño-Galvan. 2025. "Disclosure of Sustainability Practices in Annual Reports and the Funding Cost of Cooperative Financial Organizations" Journal of Risk and Financial Management 18, no. 4: 205. https://doi.org/10.3390/jrfm18040205
APA StyleTeixeira, B. d. M., Macagnan, C. B., Justen, C. F., & Patiño-Galvan, I. (2025). Disclosure of Sustainability Practices in Annual Reports and the Funding Cost of Cooperative Financial Organizations. Journal of Risk and Financial Management, 18(4), 205. https://doi.org/10.3390/jrfm18040205