Neural Networks and Rules-based Systems used to Find Rational and Scientific Correlations between being Here and Now with Afterlife Conditions
February 17, 2026
Neural Networks and Rules-based Systems used to Find Rational and
I identify and test the empirical implications of complexity theory to investigate the effectiveness of the firm’s risk management program in monitoring compliance program activity. I provide a direct link between the quality of Business Regulatory Compliance Unit (which executes and oversees the compliance program implementation) and the overall risk management quality of the firm. I use a multi-method design, incorporating survey questionnaires and econometric multivariate analysis of a sample of European firms. I find a relationship between the risk management exposure of European firms and the quality of their internal control department. I also find a strong relationship between earnings at risk for UK firms and asset-liability at risk for financial firms, but only a weak relationship between cash flow at risk and internal audit quality for European firms. The quality of internal compliance business units is strongly positively related to corporate performance over time.
Paul Klumpes. 2026. \u201cSustainable Compliance Programs In Complex Organizations\u201d. Global Journal of Management and Business Research - A: Administration & Management GJMBR-A Volume 23 (GJMBR Volume 23 Issue A10): .
Crossref Journal DOI 10.17406/GJMBR
Print ISSN 0975-5853
e-ISSN 2249-4588
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Neural Networks and Rules-based Systems used to Find Rational and
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I identify and test the empirical implications of complexity theory to investigate the effectiveness of the firm’s risk management program in monitoring compliance program activity. I provide a direct link between the quality of Business Regulatory Compliance Unit (which executes and oversees the compliance program implementation) and the overall risk management quality of the firm. I use a multi-method design, incorporating survey questionnaires and econometric multivariate analysis of a sample of European firms. I find a relationship between the risk management exposure of European firms and the quality of their internal control department. I also find a strong relationship between earnings at risk for UK firms and asset-liability at risk for financial firms, but only a weak relationship between cash flow at risk and internal audit quality for European firms. The quality of internal compliance business units is strongly positively related to corporate performance over time.
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