Banking Stability in the ESG Framework Across Italian Regions

Arnone, Massimo and Leogrande, Angelo and Costantiello, Alberto and Laureti, Lucio (2024): Banking Stability in the ESG Framework Across Italian Regions.

Abstract

This work aims to initiate a reflection on the awareness of environmental, social, and corporate governance issues, summarized in the acronym ESG (Environmental, Social, Governance), among Italian SMEs. The integration of ESG issues into business models has led to an expansion of the risk taxonomy affecting corporate management. In addition to traditional financial risks, new risks have emerged, primarily climate risk, environmental, and energy risks, which can significantly impact companies' ability to create economic value. This includes planning and designing virtuous initiatives focused on sustainability and the ability to build public-private partnerships with various stakeholders. After this theoretical framework aimed at highlighting the evolution of the concept of corporate sustainability following the introduction of ESG factors, a clustering of non-performing loans of Italian companies is proposed using a k-Means algorithm, comparing the results obtained through two different methods, namely the Elbow method and the Silhouette coefficient. Finally, using data on Italian regions between 2004 and 2023, an empirical analysis is conducted to provide an estimate of the relationship between non-performing loans and some variables related to ESG components.

• Item Type: MPRA Paper
• Language: English
• Keywords: Sustainability, ESG, non performing loans, SMEs, clustering
• Subjects: G - Financial Economics > G0 - General > G00 - General; G - Financial Economics > G1 - General Financial Markets > G10 - General; G - Financial Economics > G1 - General Financial Markets > G11 - Portfolio Choice ; Investment Decisions; G - Financial Economics > G1 - General Financial Markets > G12 - Asset Pricing ; Trading Volume ; Bond Interest Rates; G - Financial Economics > G1 - General Financial Markets > G13 - Contingent Pricing ; Futures Pricing; G - Financial Economics > G1 - General Financial Markets > G14 - Information and Market Efficiency ; Event Studies ; Insider Trading

References

Aguinis H. (2011), Organizational responsibility: Doing good and doing well, in Zedeck S. (Ed.), APA handbook of industrial and organizational psychology, Vol. 3. Maintaining, expanding, and contracting the organization (pp. 855–879), American Psychological Association

AIFIRM (2021), L'integrazione dei fattori ESG nella valutazione del rischio di credito, Position Paper n. 29, Associazione Italiana Financial Industry Risk Managers

Alford H.K., Compagnoni F. (2008), Fondare la responsabilità sociale d’impresa, Città Nuova Amati, V., Meggiolaro, S., Rivellini, G., & Zaccarin, S. (2018). Social relations and life satisfaction: the role of friends. Genus, 74

Arnone M., Leogrande A. (2024), I fattori ESG come leva strategica per una crescita sostenibile delle imprese italiane, Rassegna Economica (Special Issue) “Fattori di sviluppo ai tempi della sostenibilità: tra legalità e nuovi equilibri geoeconomici “(prossima pubblicazione entro Maggio)

Ashrafi G.M., Magnan M., adams M., Waler T.R. (2020), Understanding the conceptual evolutionary path and theoretical underpinnings of corporate social responsibility and corporate sustainability, Sustainability n.12, pp. 1-17

Attig N., El Ghoul S., Guedhami O., Suh J., (2013), Corporate Social Responsiblity and Credit Ratings, Journal of Business Ethics, 117, pp. 679-694

Baldarelli M.G. (2009), la responsabilità sociale nel III millennio: prospettive economico-aziendali, in Matacena A., Del Baldo M., Responsabilità sociale d’impresa e territorio, Franco Angeli

Barnett M.L., Salomon R.M. (2012), Does it pay to be ‘really’ good? Addressing the shape of the relationship between social and financial performance, Strategic Management Journal, vol. 33, no. 11, 2012, pp. 1304–1320

Belcredi M., Bozzi S. (2022), le società quotate italiane davanti alla sostenibilità, Vita e Pensiero, n. 2, pp. 50-56

Bertay, A., & Uras, B. (2016). Leverage, Bank Employee Compensation and Institutions. Organizations & Markets: Motivation & Incentives eJournal.

Borgonovi E., Aiello G., Fellegara A.M. (2017), Sviluppo, sostenibilità e competitività delle aziende. Il contributo degli economisti aziendali, Il Mulino Editore

Bradley M., Chen D. (2011), Corporate Governance and the Cost of Debt: Evidence from Director Limited Liability and Indemnification Provisions, Journal of Corporate Finance, Volume 17, Issue 1, February 2011, pp. 83-107

Cardoni A., Kiseleva E., Arduini S., Terzani S. (2022), From sustainable value to shareholder value. The impact of sustainable governance and anti-corruption programs on market value, Business Strategy and the Environment, special issue, December

Ciesielska M., Iskoujina Z. (2017), Sustainability: insight from a business model perspective, Journal of Critical Organization Inquiry, vol. 15, n. 3-4, pp. 249-256

Commissione Europea (2001), Libro verde. Promuovere un quadro europeo per la responsabilità sociale delle imprese

Commissione Europea (2022), Internal Market, Industry, Entrepreneurship and SMEs

Cooper E. W., Uzun H. (2015), Corporate Social Responsibility and the Cost of Debt, Journal of Accounting & Finance, Vol. 15(8), pp. 2158-3625

Creel, J., Hubert, P., & Labondance, F. (2015). Financial stability and economic performance. Economic Modelling

Damtsa, S., Milidonis, A., & Stathopoulos, K. (2020). National Culture and Bank Deposits. ERN: Other Macroeconomics: Consumption

Del Baldo M. (2015), Beyond CSR: the virtues-based approach to corporate responsibility and sustainability in Italian SMEs, International Journal of Environment and Health, Issue 7, n.4, pp. 394-413

Derbali A., Jamel L., Chenguel M.B. (2022), The nexus between governance structure and cost of debt, International Journal of the Economics of Business, Vol. 29, Issue 1, pp. 119- 136

Devalle A. Fiandrino S., Cantino V. (2017), “ESG sustainability and financial capital structure: where they stand nowadays”, International Journal of Business and Social Science, Vol. 8, No. 5, p. 116 Doerr,

S., Kabaş, G., & Ongena, S. (2020). Population Aging and Bank Risk-Taking. Innovation Finance & Accounting eJournal

Dorfleitner G., Gleber J. (2020), The social and environmental drivers of corporate credit ratings: international evidence, Business Research, 13, pp. 1343–1415

Ebner D., Baumgartner R. (2006), The relationship between sustainable development and corporate social responsibility, Corporate Responsibility Research Conference, Dublin

Eccles R.G., Krzus M.P. (2019), Implementing the Task Force on Climate-related Financial Disclosures Recommendations: An Assessment of Corporate Readiness, Schmalenbach Business Review, n.71, pp. 287-293

Eichholtz P., Holtermans R., Koke N. (2019), Environmental Performance of Commercial Real Estate: New Insights into Energy Efficiency Improvements, The Journal of Portfolio Management, Volume 45, Issue pp. 113-129

Eliwa Y., Aboud A., Saleh A. (2019), “ESG practices and the cost of debt: Evidence from EU countries”, Critical Perspectives on Accounting, vol. (In-press), 102097, pp. (In-press).

Elkington J. (1997), “Cannibals with Forks: The Triple Bottom Line of 21st Century Business. Capstone”, Oxford

Evans S., Vladimirova D., Holgado M., Van Fossen K., Yang M., Silva E.A. (2017), Business model for sustainability: towards a unified perspectives for creation of sustainable business model, Business Strategy and the Environment, n.26, pp. 597-608

Fairclough, G. (2018). Landscape and heritage: ideas from Europe for culturally based solutions in rural environments. Journal of Environmental Planning and Management, 62, 1149 - 1165

Farah T,, Jialong L., Zhicheng L., Shamsuddin A., (2021), The non-linear effect of CSR on firms’ systematic risk: International evidence, Journal of International Financial Markets, Institutions and Money, Volume 71, issue C

Fatemi A., Glaum M., Kaiser S. (2017). ESG performance and firm value: The moderating role of disclosure”. Global Finance Journal

Ferriani F., Natoli F. (2020), ESG risks in times of Covid-19, Applied Economics Letters, Volume 28, 2021 - Issue 18, pp. 1537-1541 Forum per la finanza sostenibile (2023), PMI italiane, policrisi e finanza sostenibile: le opportunità per le imprese

Friede G., Busch T., Bassen A. (2015), “ESG and financial performance: Aggregated evidence from more than 2000 empirical studies”, Journal of Sustainable Finance & Investment, 5(4), 210-233 Gallino L. (2005), L’impresa irresponsabile, Einaudi

Garavan T.N., Mcguire D. (2010), Human resource development and society: human resource development’s role in embedding corporate social responsibility, sustainability, and ethics in Organization, Advances in Developing Human Resources, vol. 12, n. 5, pp- 487-507

Gardiner, R., & Hájek, P. (2020). Effect of GDP, Energy Consumption, and Material Consumption on Waste Generation: The Case of EU-28 Countries

Gianfrate G., Peri M. (2019), The green advantage: Exploring the convenience of issuing green bonds, Journal of Cleaner Production Volume 219, 10 May 2019, pp. 127-135

Gillan S.L., Koch A., Starks L.T. (2021), Firms and social responsibility: a review of ESG and CSR research in corporate finance, Journal of Corporate Finance, n. 66 pp. 1-16

Giudici G., Bonaventura M. (2018), “La relazione fra rating ESG e performance di mercato: uno studio sui titoli dell’indice Stoxx Europe 600”, disponibile sul sito www.banor.it

Goss A., Roberts G.S.(2011), The impact of corporate social responsibility on the cost of bank loans, Journal of Banking & Finance, 35, issue 7, p. 1794-1810

Granleese, J. (2004). Occupational pressures in banking: gender differences. Women in Management Review, 19, pp. 219-226

Guleva, V., & Dukhanov, A. (2015). Influence of the External Environment Behaviour on the Banking System Stability. , 1603-1612

Harrison, J. S., & Wicks, A. C. (2013). “Stakeholder theory, value, and firm performance”. Business Ethics Quarterly, 23(1), 97–124

Hassel L.G. , Semenova N. (2013), The Added Value of Environmental, Social and Governance Performance and Sustainable and Responsible Investment on Company and Portfolio Levels - What Can We Learn from Research?, Midttun A. (ED.), CSR and Beyond - A Nordic Perspective, Publisher: Cappelen Damm

Henisz W., Koller T., Nuttall R. (2019), “Five ways that ESG creates value Getting your environmental, social, and governance (ESG) proposition right links to higher value creation. Here’s why”, McKinsey Quarterly, November

Hoffman A.J. (2018), The next phase of business sustainability, Stanford Social Innovation Review, Spring, pp. 35.-39

Jacquillat B. (2009), La montèe en puissance de la finance est-elle-soutenable?, Revue Francaise de gestion, n. 198-199, pp. 229-240

Jokipii, T., & Monnin, P. (2013). The Impact of Banking Sector Stability on the Real Economy. Journal of International Money and Finance, 32, pp. 1-16

Kırıkkaleli, D., & Sofuoğlu, E. (2023). Does financial stability matter for environmental degradation?. Geological Journal, 58, 3268 - 3277

Kotsantonis S., Pinney C., Serafeim G. (2016), ESG integration in investment management: myths and realities, Journal of Applied Corporate Finance, vol. 28, n. 2, pp. 10-16

Kubiszewska, K. (2017). Transformation of The Banking Sector as An Element of Economic Transformation in South-East Europe. , pp. 237-251

Kuhn, M., & Ploj, G. (2020). Job Stability, Earnings Dynamics, and Life-Cycle Savings. ERN: Life Cycle Models (Topic)

Landi, F., Onder, G., Russo, A., Tabaccanti, S., Rollo, R., Federici, S., Tua, E., Cesari, M., & Bernabei, R. (2001). A new model of integrated home care for the elderly: impact on hospital use.. Journal of clinical epidemiology, 54 9, pp. 968-70

Lebrett, W., Roeland, E., Bruggeman, A., Yeung, H., & Murphy, J. (2017). Economic impact of palliative care among elderly cancer patients.. Journal of Clinical Oncology, 35, pp. 91-91

Lins C.M., Sheng Chen C.C., Yang S.Y.,Wang W.R. (2020), The Effects of Corporate Governance on Credit Ratings: The Role of Corporate Social Responsibility, Emerging Markets Finance & Trade, 56 pp. 1093–1112

Liu, S., Qi, X., Qin, M., & Su, C. (2019). Financial Stability or Instability? Impact from Chinese Consumer Confidence. Romanian Journal of Economic Forecasting, pp. 25-43.

Lodh A. (2020), ESG and the cost of capital, MCSCI Research

Luo, Q. (2014). Optimization of Employee Salary and Benefits Based on Employment Stability. Journal of Guangdong AIB Polytechnic College.

Matacena A. (2009), La responsabilità sociale dell’impresa: dal capitalismo dell’età dell’oro al turbocapitalismo, in Matacena A., Del Baldo M., Responsabilità sociale dell’impresa e territorio, Franco Angeli

Menicucci, E., & Paolucci, G. (2021). Gender diversity and bank risk-taking: an empirical investigation in Italy. Corporate Governance: The International Journal of Business in Society Metz, I. (2005). Advancing the careers of women with children. Career Development International, 10, 228-245

Milne M.J., Gray R. (2013), Whither ecology? The triple bottom line, the global reporting initiative and corporate sustainability reporting, Journal of Business Ethics, n. 118, pp. 13-29

Nieto, M. (2017). Banks and Environmental Sustainability: Some Financial Stability Reflections. Governance

Nocca, F. (2017). The Role of Cultural Heritage in Sustainable Development: Multidimensional Indicators as Decision-Making Tool. Sustainability, 9, 1882.

Nofsinger J., Varma A.(2014), Socially responsible funds and market crises, Journal of Banking & Finance, Elsevier, vol. 48(C), pp. 180-193

Noseleit, F. (2014). Female self-employment and children. Small Business Economics, 43, 549-569 Porretta, P., & Santoboni, F. (2014). Banks and Young People in Italy: Financial Product, Credit and Other Features. Social Science Research Network.

Prasetyaningtyas, S., Heryanto, C., Nurfauzi, N., & Tanjung, S. (2021). THE EFFECT OF WORK FROM HOME ON EMPLOYEE PRODUCTIVITY IN BANKING INDUSTRY. Jurnal Aplikasi Manajemen

Prete, S., & Stefani, M. (2013). Women on Italian Bank Boards: Are They 'Gold Dust'?. Organizational Behavior & Key Stakeholders eJournal.

Putnam, R. D. (2000). Bowling alone: The collapse and revival of American community. Simon and schuster.

Rosenfeld, R., & Fornango, R. (2008). THE IMPACT OF ECONOMIC CONDITIONS ON ROBBERY AND PROPERTY CRIME: THE ROLE OF CONSUMER SENTIMENT*. Criminology, 45, 735-769.

Saadaoui, A., & Salah, O. (2022). The moderating effect of financial stability on the CSR and bank performance. EuroMed Journal of Business

Sarifuddin, A., Habibah, N., Chalil, R., & Prasetyaningtyas, S. (2021). Working from Home During the Corona Pandemic: Investigating the Role of Authentic Leadership, Psychological Capital, and Gender on Employee Performance in Banking. Proceedings of the 2021 4th International Conference on Education Technology Management

Sarvaiya M., Wu M. (2914), An integrated approach for corporate social responsibility and corporate sustainability, Asian Social Science, Ussue 10, n. 17, pp. 57-70

Schaltegger S., Ludeke-Freund F., Hansen E.G. (2012), Business case for sustainability: the role of business model innovation for corporate sustainability, International Journal of Innovation and Sustainable Development, Issue 6, n.22, pp. 95-119

Servaes H., Lins K.L., Tamayo A. (2017), Social Capital, Trust, and Firm Performance: The Value of Corporate Social Responsibility during the Financial Crisis, Journal of Finance, American Finance Association, vol. 72(4), pp. 1785-1824

Shmatov C., Castelli C.R. (2023), Quantitative methods for ESG finance, Wiley&Sons, Croydon Sinha A.B., Sinha A. (2022), Green finance and ESG: compliance of global stock exchange, The IUP Journal of Applied Finance, vol. 28, n.3, pp. 23-33

Stafford, M., Chandola, T., & Marmot, M. (2007). Association between fear of crime and mental health and physical functioning.. American journal of public health, 97 11, 2076-81

Sun W., Cui K. (2014), Linking corporate social responsibility to firm default risk, European Management Journal, Vol. 32, Issue 2, pp. 275-287

Taliento M., Favino C., Netti A. (2019), Impact of Environmental, Social, and Governance Information on Economic Performance: Evidence of a Corporate ‘Sustainability Advantage’ from Europe, Sustainability, Vol. 11, No. 6:1738

Winstead, B., Derlega, V., Montgomery, M., & Pilkington, C. (1995). The Quality of Friendships at Work and Job Satisfaction. Journal of Social and Personal Relationships, 12, 199 - 215

Zanda G. (2012), Corporate Management in a Knowledge-Based Economy, Palgrave MacMillan, New York

Zhu F. (2014), Corporate Governance and the Cost of Capital: An International Study, International Review of Finance, Volume 14 Issue 3, September 2014, pp. 393-429