International Scientific Journal of Engineering and Management

An International Scholarly || Multidisciplinary || Open Access || Indexing in all major Database & Metadata
The journal follows the UGC Guidelines and is evaluated for inclusion in the Web of Science
ISSN: 2583-6129

Impact Factor: 8.072

Health Management System

Version
File Size 400.07 KB
Downloads 1
Files 1
Published 18 April 2026
Updated 18 April 2026

Health Management System

Authors:
Chirag Jain1, Mrs. Vaibhavi Parikh2

¹ UG Students Department of Computer Science and Engineering, Parul Institute of Technology, Parul University, Vadodara, Gujarat, India

 2 Lecturer, Department of Computer Science and Engineering, Parul Institute of Technology, Parul University, Vadodara, Gujarat, India

Abstract - In the contemporary healthcare landscape, preventive care and health literacy have emerged as pivotal components in reducing the global burden of chronic illnesses. While considerable volumes of health-related data are routinely generated at the individual level, most people continue to lack accessible tools that enable them to interpret such information in a timely and meaningful manner. This paper presents HealthScore Pro, a responsive, live web-based platform that computes a dynamic, personalized health score by aggregating user-reported health parameters spanning seven core domains: body mass index and anthropometric measures, physical activity patterns, dietary habits, sleep quality, psychological stress indicators, substance use behaviors, and self-reported chronic conditions. The computed score is rendered through interactive dashboards powered by Chart.js, permitting users to visualize their health trajectory over successive assessment periods. A rule-based recommendation engine translates score deficiencies into prioritized, actionable, domain-specific health guidance expressed in plain language. The platform is developed using the MERN stack — React.js for the frontend, Node.js and Express.js for the backend, and MongoDB as the primary data repository — and is deployed on a cloud environment for continuous, device-agnostic accessibility. Pilot evaluation conducted with a volunteer cohort of thirty participants over four weeks demonstrated improved health awareness, strong platform usability, and measurable early-stage behavior change following engagement with personalized recommendations. HealthScore Pro addresses a persistent and well-documented gap between available health data and actionable individual health insight.

Keywords: Health Score, Preventive Healthcare, Web Application, Health Awareness, Data Visualization, MERN Stack, Personalized Health, Interactive Dashboard, BMI Calculator, Digital Health.

Download
or download free
[changelog]

Categories & Tags

Similar Downloads

No related download found!
ISJEM Journal

Author's Blog

What is the difference between a Research Paper and a Review Paper?

A research paper and a review paper are both scholarly documents, but they serve different purposes and have different characteristics....
Read More
Author's Blog

What is DOI?

A Digital Object Identifier (DOI) is a unique alphanumeric string that is used to identify and provide a persistent link...
Read More
Author's Blog

What do you need to do during production of your Research Paper?

During the production of a research paper, the following steps need to be taken: conducting research, organizing and analyzing data,...
Read More
Author's Blog

What are the advantages of publishing a research paper?

Publishing a research paper can have many advantages for researchers, including: Career advancement, professional recognition, opportunities for collaboration, increased visibility,...
Read More
Author's Blog

Ways to Support your Academic Wellbeing which preparing the Research Paper/Article

To support your academic wellbeing while publishing a research paper, it's important to set realistic goals, manage your time effectively,...
Read More
Author's Blog

How to improve your Research Paper writing Skills?

Read extensively: One of the best ways to improve your research paper skills is to read extensively in your field...
Read More
Author's Blog

Is DOI compulsory to publish a research paper in a Journal?

DOI is not strictly required to publish a research paper, but it is highly recommended. Basically, the International Scientific Journal...
Read More
Author's Blog

In what ways does research paper give weight to career development?

Publishing a research paper can give weight to a researcher's career development in several ways, such as: establishing oneself as...
Read More
Author's Blog

How to develop a Research Paper from Scratch

Developing a research paper involves several steps including: choosing a topic, conducting background research, formulating a research question or hypothesis,...
Read More
Author's Blog

How Plagiarism report plays crucial role in Research Paper Publication?

Plagiarism is a major concern in the academic and research community, as it undermines the integrity of the research and...
Read More