A software-based cost estimation technique in scrum using a developer's expertise

Abstract

Background: Scrum methodology is the most useful and adopted part of the agile methodology. Many organizations are adopting Scrum for the last decade to meet their software requirements. It is facilitating the software industries to develop software applications according to the user's requirements. Objective: Scrum helps to fulfill the customer's requirements by interacting with the client and developer. Instead of this scrum still has some challenges that influence the cost of a scrum. These challenging factors include coordination team size change request complexity and issues in daily meeting sessions. Due to these factors mostly the cost and time exceed scrum-based projects. To overcome these issues from the accurate and precise estimation in the scrum project we have developed a web-based software system to estimate the effort of a user story as well as the budget. Methodology: There are some sophisticated cost estimation techniques for scrum-based projects. But all estimation techniques have some limitations that make them less useful for estimation and overcoming the effects of these factors in the scrum. We have surveyed the multiple software industries to get the static findings of the survey. We have designed the 30 hypotheses that main aim to reveal how much the proposed estimation technique is valuable for the accuracy of estimation. For the inclusion of participants we have set the age criteria to get the opinions of the most experienced programmers. Results: The main aim of this paper is to provide knowledge about key challenging factors in Scrum that cause exceed in cost and time and also briefly explain why existing scrum cost estimation techniques are not pertinent for projects. In the last we propose a framework as a solution to manage these factors and control cost and time from exceeding. We also adopted this estimation technique in different case studies in software industries for findings and results. The technique calculates the efforts autonomously. We design a software-based estimation technique that collects inputs from team/s and estimates the cost and time of a project. Conclusion: In outcomes we found that our cost estimation approach reduced the issues from scrum software project development and make it more proficient for estimation of projects. Our proposed estimation technique introduced the new concept of estimation that facilitate the client software industry and developers as well to meet the requirements of the client fulfill the changes during the sprints/s development and deliver the project within the time and cost. © 2022 Elsevier B.V. All rights reserved.