Ethical and Non-Financial Considerations in Business Decision-Making

Introduction While financial metrics like profit, cash flow, and ROI remain central to business decision-making, ethical and non-financial considerations are now recognized as essential to building sustainable, trustworthy, and successful organizations. These additional factors safeguard a company’s reputation, long-term viability, and stakeholder trust—making them critical in today’s highly transparent and accountability-driven business environment. 1. Ethical…

Decision Making Using Activity-Based Costing (ABC)

Introduction Activity-Based Costing (ABC) is a refined costing approach that allocates overheads and indirect costs to products, services, or processes based on the activities they consume. In decision-making, ABC gives managers clear insights into true cost drivers, enabling better pricing, product mix selection, and strategic decisions. How ABC Works ABC assigns costs through:• Identifying key…

Project selection Under Risk and Uncertainty

Making capital investment decisions in banking isn’t always straightforward. Risks and uncertainties—like economic changes, new regulations, or shifting customer behavior—can all impact whether a project delivers the expected returns. So, how can banks confidently evaluate investments when the future is unclear? Let’s explore some practical tools and approaches that can help. Why Risk and Uncertainty…

Simulation Analysis in Capital Budgeting

Executive Summary Simulation analysis is one of the most advanced tools in capital budgeting for quantifying risk and uncertainty. By modeling a wide range of possible scenarios and outcomes, it helps financial managers evaluate projects more realistically than traditional techniques like sensitivity or scenario analysis. This article introduces the principles, process, advantages, limitations, and practical…

The Hillier Model: Quantifying Risk in Capital Budgeting

The Hillier Model provides a quantitative approach to assess project risk in capital budgeting by calculating the standard deviation of expected cash flows. Developed by F.S. Hillier, this method considers the correlation between cash flows across years and enables more precise evaluation of a project’s uncertainty. This document analyzes the model, its mathematical foundations, practical…