Crossref DOIMemberCiteFactoropen accessissn
SJIF Impact Factor 8.659 | ISSN: 2582-3930
IJSREM Logo

International Journal of Scientific Research in Engineering and Management

(Gateway to Global Scholars - An International, Scholarly, Multi-Disciplinary, Open Access Journal)

Peer-Reviewed Journal Designed to Meet UGC's Quality Parameters

HomeCurrent IssuePast IssuesPay OnlineConferencesEditorial BoardAbout UsContact Us
IJSREM

Loading article...

Follow Us

  • Google Scholar
  • ResearchGate
  • Academia.edu
  • Mendeley
  • LinkedIn
  • Facebook
  • Instagram

Journal Policies

  • Peer Review Policy
  • Publication Ethics
  • Copyright Infringement
  • Refund & Cancellation Policy
  • Terms and Conditions
  • Privacy Policy

Journal Identifiers & Licenses

  • ISSN Verified: 2582-3930ISSN Verified: 2582-3930
  • Crossref DOI: 10.55041Crossref DOI: 10.55041
  • SJIF Ranking: 08.659SJIF Ranking: 08.659
  • Licensed under CC BY 4.0Licensed under CC BY 4.0
  • ISO Certification: 9001:2015ISO Certification: 9001:2015
  • Indexed & Cited In: Google ScholarIndexed & Cited In: Google Scholar

Contact Us

International Journal of Scientific Research in Engineering and Management (IJSREM)

#62/1, New No 7, 1st Cross, 2nd Main, Ganganagar, R T Nagar, Bangalore North, Bangalore, Karnataka, India – 560032
[email protected]+91 93911 67991
logos
logos
Working Hours

Mon – Sat: 9:00 AM – 6:00 PM

Sunday: 10:00 AM – 4:00 PM

+91 93911 67991

© 2026 IJSREM – International Journal of Scientific Research in Engineering and Management. This is an open-access journal. Articles are published under the Creative Commons Attribution (CC BY 4.0) License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

DisclaimerPrivacy PolicyTerms and Conditions
ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM63653

MediEngine: A Low-Cost Digital Prescribing Framework for Improving Prescription Quality and Patient Safety in Resource-Constrained Clinical Settings

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM63653

Volume:

10 |

5 |

May 2026

Pages:

1-8

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/IJSREM63653

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

Share this article:

Authors

ANK

Asra Noor Khan

Department of Computer Science and Engineering

Acropolis Institute of Technology and Research Indore,India

Download Author Certificate
KM

Kajal Mathe

Department of Computer Science and Engineering

Acropolis Institute of Technology and Research Indore,India

Download Co-Author Certificate
AP

Anurag Punde

Department of Computer Science and Engineering

Acropolis Institute of Technology and Research Indore,India

Download Co-Author Certificate
SS

Sachin Saini

Department of Computer Science and Engineering

Acropolis Institute of Technology and Research Indore,India

Download Co-Author Certificate
PP

Prachi Pandey

Department of Computer Science and Engineering

Acropolis Institute of Technology and Research Indore,India

Download Co-Author Certificate

Author Services & Downloads

Full ArticlesAcceptance Certificate

Abstract

Prescription writing remains one of the most fundamental yet persistently error-prone processes within clinical practice, particularly in resource-constrained healthcare environments. Despite significant advances in healthcare digitization, a substantial proportion of prescriptions worldwide continue to be handwritten, introducing risks associated with illegibility, incomplete medication instructions, dosing errors, and inadequate safety validation. Medication errors have been recognized as a major global public health concern, contributing to preventable adverse drug events, increased healthcare costs, and compromised patient safety [1], [2]. In low-resource clinical ecosystems, these risks are amplified by workflow pressures, limited technological infrastructure, economic barriers, and fragmented record management systems. In India, where small clinics and primary care centers constitute a dominant component of healthcare delivery, prescription practices are heavily influenced by high patient volumes, limited consultation time, cost-sensitive operational models, and uneven adoption of digital health technologies [3], [4]. While Electronic Medical Record (EMR) and Hospital Information Systems (HIS) offer structured digital alternatives, their complexity, cost, training requirements, and workflow misalignment often restrict widespread adoption in small-scale clinical settings [5], [6]. Consequently, handwritten prescriptions remain prevalent, perpetuating challenges related to prescription quality, medication safety, continuity of care, and clinical efficiency. This paper presents MediEngine, a low-cost digital prescribing framework designed to address systemic prescription-related challenges in resource-constrained clinical environments. Unlike conventional digitization approaches that merely replicate manual workflows, MediEngine introduces a Prescription Quality by Construction (PQC) paradigm, enforcing completeness, legibility, and standardization at the point of prescription generation. The framework integrates workflow-optimized design principles, modular safety validation mechanisms, and trust-oriented prescription verification strategies to enhance prescription reliability without imposing cognitive or operational burdens on clinicians. The proposed framework emphasizes accessibility, minimal interaction cost, safety-centric prescribing, and adaptability to small clinical ecosystems. The study conceptually evaluates the potential impact of MediEngine on prescription quality, clinical workflow efficiency, medication safety, and continuity of care. The findings highlight how lightweight, workflow-aligned digital prescribing systems can serve as scalable patient-safety interventions, particularly in developing healthcare contexts. The proposed framework contributes to healthcare informatics research by demonstrating that meaningful improvements in prescription safety and efficiency can be achieved through targeted system design rather than infrastructure-intensive solutions.

KEYWORDS

Keywords—Digital Prescribing Prescription Quality Medication Safety Clinical Workflow Low-Cost Healthcare Systems Health Informatics India Resource-Constrained Clinics.

Cite This Article

Asra Noor Khan, Kajal Mathe, Anurag Punde, Sachin Saini, Prachi Pandey, "MediEngine: A Low-Cost Digital Prescribing Framework for Improving Prescription Quality and Patient Safety in Resource-Constrained Clinical Settings," International Journal of Scientific Research in Engineering and Management, vol. 10, no. 5, pp. 1-8, May 2026. https://doi.org/10.55041/IJSREM63653

Full Article/Conclusion

Prescription writing, despite its routine clinical role, remains a persistent source of variability, ambiguity, and medication safety vulnerabilities, particularly within resource-constrained healthcare environments. Existing literature consistently demonstrates that prescribing errors arise not merely from human oversight but from systemic design limitations, workflow pressures, and documentation inconsistencies. This study presented MediEngine, a low-cost digital prescribing framework conceptualized to address prescription-quality deficiencies, safety validation gaps, and workflow misalignment challenges observed in small clinical ecosystems. Unlike conventional EMR-centric approaches, MediEngine emphasizes structured prescription integrity, workflow velocity preservation, and safety-aware prescribing assistance. he projected analysis indicates that prescription-quality enforcement mechanisms embedded within lightweight, workflow-aligned systems may contribute to meaningful improvements in documentation completeness, prescribing reliability, medication safety, and continuity of care. The framework reinforces an important research insight: effective healthcare technologies need not be infrastructure-intensive but must be context-sensitive, cognitively aligned, and operationally efficient. MediEngine contributes to healthcare informatics research by conceptualizing prescription safety as a system design problem, highlighting the role of targeted digital interventions in enhancing clinical reliability without imposing technological burdens.

References

[1]     World Health Organization, Medication Without Harm: Global Patient Safety Challenge, WHO, Geneva, Switzerland, 2017. [2]     World Health Organization, Medication Errors: Technical Series on Safer Primary Care, WHO, Geneva, Switzerland, 2016. [3]     A. Patel, A. Sharma, and R. Gupta, “Healthcare Infrastructure and Primary Care Delivery in India,” International Journal of Health Policy and Management, vol. 9, no. 3, pp. 120–128, 2020. [4]     Ministry of Health and Family Welfare (MoHFW), Government of India, National Health Profile of India, New Delhi, India, 2023. [5]     R. K. Rudin, C. B. Bates, and L. MacRae, “Usability Challenges in Electronic Health Record Systems,” Journal of the American Medical Informatics Association (JAMIA), vol. 26, no. 10, pp. 1055–1062, 2019. [6]     J. S. Ash, D. F. Sittig, R. H. Dykstra, et al., “The Effects of Electronic Prescribing Systems on Clinical Workflow,” Health Informatics Journal, vol. 25, no. 2, pp. 310–322, 2018. [7]     D. W. Bates et al., “Effect of Computerized Physician Order Entry and Clinical Decision Support Systems on Medication Safety,” New England Journal of Medicine, vol. 338, pp. 1866–1873, 1998. [8]     J. Reason, “Human Error: Models and Management,” British Medical Journal (BMJ), vol. 320, pp. 768–770, 2000. [9]     S. Kaushal et al., “Medication Errors in Developing Healthcare Systems,” Quality & Safety in Health Care, vol. 10, no. 1, pp. 60–65, 2001. [10]   V. Irshaid and M. Al Homrany, “Compliance with Prescription Writing Guidelines,”Saudi Medical Journal, vol. 26, no. 2, pp. 242–247, 2005.

Editorial & Review Transparency

Publication Date

5/21/2026

Peer Review Type

Double-Blind Peer Review

Review Rounds: 2

Documents

Review Report (Confidential)
Copyright Form (Office)

Article Metrics & Impact

Article Views

0

Total views since publication

PDF Downloads

3

Total downloads since publication

Geographic Reach

5

Indexing, Archiving & Preservation

Google Scholar
Academia
ResearchGate
Crossref
SSRN
Semantic Scholar
Thomson Reuters
WorldCat
Mendeley
OpenAlex
EBSCO
Zenodo

Digital Preservation: This article is permanently archived on Zenodo and complies with all data preservation standards across major indexing platforms.

Ethics, Compliance & Transparency

Plagiarism Screening

This manuscript has been checked for plagiarism using TurnitinPlagiarismChecker software.

Conflict of Interest

The authors declare no conflict of interest related to this research work.

Funding Information

No funding information available for this research.

Similar & Recommended Articles

Similar Articles by Topic

Related research in the same subject area

Loading similar articles...