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Louay Al Nuaimy, Abrar Al Hosni, Ahad Al Wahaibi
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- Lecturer, Student, Student, Department of CS & MIS, Oman College of Management and Technology, Halban, Department of CS & MIS, Oman College of Management and Technology, Halban, Department of CS & MIS, Oman College of Management and Technology, Halban, Sultanate, Sultanate, Sultanate, Oman, Oman, Oman
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Abstract
nPharma Guard Smart Medication Management System presenting a comprehensive overview of an innovative technology designed to revolutionize medication management in healthcare settings. In an era of advancing digital solutions, the Pharma Guard system offers a sophisticated approach to ensuring medication safety and adherence. Through the integration of smart technology, including IoT devices and machine learning algorithms, Pharma Guard enables real-time monitoring, tracking, and management of medication consumption by patients. This paper outlines the key features and functionalities of Pharma Guard, highlighting its potential to mitigate medication errors, improve patient outcomes, and streamline healthcare workflows. Additionally, the paper discusses the implementation challenges and considerations associated with deploying Pharma Guard in diverse healthcare environments. While canceling traditional prescriptions and converting them to electronic format can facilitate communication between the patient and the health facility and enhance smooth communication between prescriptions and pharmacy staff about discontinued medications, there is little work that can be explored to meet the needs of pharmacy staff users. The purpose of this research: This study makes use of qualitative interviews with pharmacy staff to address the following question: When a physician makes changes to a medication, using what information do pharmacy staff need to make correct and effective decisions in their medication management roles? We performed an inductive thematic analysis of interviews with numerous pharmacy staff members, comprising pharmacists and pharmacy technicians, at diverse outpatient community pharmacy locations within an academic health district. Both pharmacists and pharmacy technicians consistently identified three themes of information needs: understanding the prescriber’s intention when initiating treatment, clinical justification for medication change, and the intended medication regimen. It was observed that traditional Electronic Health Record (EHR) systems often fail to fully address these multiple information needs, hindering the common goals of accurately dispensing medications and supporting patient self-management. Our qualitative analysis indicates that outpatient community pharmacy staff within an academic health system frequently require additional information from the EHR following medication changes to meet their information needs effectively. Ideally, prescribers should have access to enough information to automatically recognize all discontinued prescriptions. These limitations highlight the significance of developing functionalities that enable the regular exchange of essential information during medication changes, such as structured data elements.
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Keywords: Smart Medication Management System, Healthcare workflows, Electronic Health Record (EHR)
n[if 424 equals=”Regular Issue”][This article belongs to International Journal of Mobile Computing Technology(ijmct)]
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References
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[1] P. Aspden, J. Wolcott, J. Bootman, and L. Cronenwett, “Preventing Medication Errors,” Washington, DC: National Academies Press, 2007. [Online]. Available: https://doi.org/10.17226/11623.
[2] P. Cornish et al., “Unintended medication discrepancies at the time of hospital admission,” Arch Intern Med, vol. 165, no. 4, pp. 424–429, 2005. https://doi.org/10.1001/archinte.165.4.424.
[3] A. Sharma et al., “What safety events are reported for ambulatory care? Analysis of incident reports from a patient safety organization,” Jt Comm J Qual Patient Saf, vol. 47, no. 1, pp. 5–14, 2021. https://doi.org/10.1016/j.jcjq.2020.08.010.
[4] K. Zimmer, D. Classen, and J. Cole, “Categorization of medication safety errors in ambulatory electronic health records,” Patient Saf, vol. 3, no. 1, pp. 23–33, 2021. https://doi.org/10.33940/med/2021.3.2.
[5] U.S. Department of Health and Human Services, Office of Disease Prevention and Health Promotion, “National Action Plan for Adverse Drug Event Prevention,” 2014.
[6] S. Pitts et al., “Understanding CancelRx: results of end-to-end functional testing, proactive risk assessment, and pilot implementation,” Appl Clin Inform, vol. 10, no. 2, Mar. 2019. https://doi.org/10.1055/s-0039-1688698. Art. no. 2.
[7] S. Pitts et al., “The impact of electronic communication of medication discontinuation (CancelRx) on medication safety: a pilot study,” J Patient Saf, vol. 18, no. 6, pp. e934–e937, 2023.
[8] A. Allen and T. Sequist, “Pharmacy dispensing of electronically discontinued medications,” Ann Intern Med, vol. 157, pp. 700–705, 2012.
[9] T. Watterson et al., “CancelRx: a health IT tool to reduce medication discrepancies in the outpatient setting,” J Am Inform Assoc JAMIA, vol. 28, no. 7, pp. 1526–1533.
[10] S. Sen and R. Chakraborty, “Revival, modernization and integration of Indian traditional herbal medicine in clinical practice: importance, challenges and future,” J Tradit Complement Med, vol. 7, pp. 234–244, 2017. https://doi.org/10.1016/j.jtcme.2016.05.006.
[11] B. Ravishankar and V. Shukla, “Indian systems of medicine: a brief profile,” Afr J Tradit Complement Altern Med AJTCAM, vol. 4, pp. 319–337, 2007.
[12] Y. S. Jaiswal and L. L. Williams, “A glimpse of Ayurveda – the forgotten history and principles of Indian traditional medicine,” J Tradit Complement Med, vol. 7, pp. 50–53, 2017. https://doi.org/10.1016/J.JTCME.2016.02.002.
[13] K. Karunamoorthi et al., “Tamil traditional medicinal system – siddha: an indigenous health practice in the international perspectives,” TANG Humanit Med, vol. 2, pp. 12.1–12.11, 2012. https://doi.org/10.5667/tang.2012.0006.
[14] K. G. Zysk, “Some reflections on siddha medicine in Tamilnadu,” Indian J Hist Sci, vol. 44, pp. 199–208, 2009.
[15] N. Lalitha, “Protecting traditional knowledge in siddha system of medicine,” J Intellect Prop Rights, vol. 18, pp. 272–282, 2013.
[16] S. Sundarrajan and M. Arumugam, “A systems pharmacology perspective to decipher the mechanism of action of Parangichakkai chooranam, a siddha formulation for the treatment of psoriasis,” Biomed Pharmacother, vol. 88, pp. 74–86, 2017. https://doi.org/10.1016/j.biopha.2016.12.135.
[17] S. T. M. Merish and W. T., “Styptic and wound healing properties of siddha medicinal plants – a review,” Int J Pharm Bio Sci, vol. 5, pp. 43–49, 2014.
[18] S. S. Sudha Revathy and M. Murugesan, “Physico chemical analysis and antimicrobial activity of a siddha Herbo mineral drug Silasathu Paavanai,” Int J Pharma Bio Sci, vol. 5, pp. 70–75, 2014.
[19] S. M. Ajmal et al., “Antimicrobial and anthelmintic activity of new herbal siddha formulation,” Int J Curr Res Med Sci, vol. 3, pp. 38–57, 2017. https://doi.org/10.22192/ijcrms.2017.03.09.003.
[20] S. Mutheeswaran et al., “Documentation and quantitative analysis of the local knowledge on medicinal plants among traditional s
[21] D. I. Inan and R. Juita, “Analysis and design complex and large database using MySQL workbench,” Int J Comput Sci Inf Technol, vol. 3, pp. 173–183, 2011. https://doi.org/10.5121/ijcsit.2011.3515.
[22] Y.-C. Fang et al., “TCMGeneDIT: a database for associated traditional Chinese medicine, gene and disease information using text mining,” BMC Complement Altern Med, vol. 8, p. 58, 2008. https://doi.org/10.1186/1472-6882-8-58.
[23] E. S. J. Harris et al., “Traditional medicine collection tracking system (TM-CTS): a database for Ethnobotanically-driven drug-discovery programs,” J Ethnopharmacol J Ethnopharmacol, vol. 17, pp. 590–593, May 2011. https://doi.org/10.1016/j.jep.2011.03.029.
[24] C. Y. C. Chen, “TCM database@Taiwan: the world’s largest traditional Chinese medicine database for drug screening in silico,” PLoS One, vol. 6, 2011. https://doi.org/10.1371/journal.pone.0015939.
[25] R. Xue et al., “TCMID: traditional Chinese medicine integrative database for herb molecular mechanism analysis,” Nucleic Acids Res, vol. 41, pp. D1089–D1095, 2013. https://doi.org/10.1093/nar/gks1100.
[26] J. Ru et al., “TCMSP: a database of systems pharmacology for drug discovery from herbal medicines,” J Chem, vol. 6, 2014. https://doi.org/10.1186/1758-2946-6-13.
[27] Government of India, “Traditional knowledge digital library,” 2016. http://www.tkdl.res.in/tkdl/langdefault/Siddha/Sid_Home.asp?GL=Eng; 2017.
[28] P. S. Vani and G. NithyaPriya, “Database Administration in Raspberry using a server machine,” Int J Innov Eng Technol IJIET Database, vol. 3, pp. 41–47, 2014.
[29] J. Letkowski, “Doing database design with MySQL,” West N Engl Univ, 2014, vol. 6.
[30] K. Krishnamurthy and G. Chandra Mouli, “Siddha system of medicine: a historical appraisal,” Indian J Hist Sci, vol. 19, pp. 43–53, 1984.
[31] H. Wan et al., “Extracting relations from traditional Chinese medicine literature via heterogeneous entity networks,” J Am Med Inform Assoc, vol. 23, pp. 356–365, 2016. https://doi.org/10.1093/jamia/ocv092.
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| Volume | 02 | |
| [if 424 equals=”Regular Issue”]Issue[/if 424][if 424 equals=”Special Issue”]Special Issue[/if 424] [if 424 equals=”Conference”][/if 424] | 01 | |
| Received | March 9, 2024 | |
| Accepted | May 1, 2024 | |
| Published | May 9, 2024 |
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