Iwona Staniec, PhD works as an assistant professor at the Department of Management, Lodz University of Technology, Poland. Research interests: data analysis, statistics, econometrics, economic forecasting, risk management, innovation risk, risk analysis and assessment, technological entrepreneurship, creating models and forecasting risk in public and private pension systems, social security, and risk in primary care. She was benefited from several research grants to carry out her research activity.