Enhancing Migraine Management System through Weather Forecasting for a Better Daily Life
Article Sidebar
Main Article Content
Abstract
A migraine is a severe, throbbing, or pulsing headache that typically affects one side of the head. A migraine attack can be so painful that it interferes with daily activities and can last for hours or even days. Migraine is a common health issue that affects approximately 1 in every 5 women and 1 in every 15 men. Additionally, millions of people worldwide suffer from migraine attacks due to the inability to anticipate or adapt to their environment. In today's globalized world, mobile phones have become a necessity for the general public, enabling communication, internet shopping, food purchases, and even health applications. Therefore, the purpose of this research is to develop a mobile application that serves as an online migraine management system that is responsive to meteorological conditions. The app was created using development tools such as Android Studio, Visual Code Studio, Flutter framework, and Firebase Firestore, which act as databases. This report also includes essential information on migraines and a comparison of similar or existing applications. In addition, the research is designed to provide a reliable and user-friendly interface for collecting migraine data for robust evidence, processing relevant demographic features such as medical history, and generating reports. While researching topics relevant to the application, we found a scarcity of data on weather-based migraines. As a result, the system will predict the impact and risk of migraine based on Headache Impact Test (HIT-6) data provided by migraine patients as well as weather forecasts. With the features of this research, migraine patients can hopefully better prepare themselves for their daily routine and manage their symptoms more effectively.
Article Details
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
All articles published in JIWE are licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) License. Readers are allowed to
- Share — copy and redistribute the material in any medium or format under the following conditions:
- Attribution — You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use;
- NonCommercial — You may not use the material for commercial purposes;
- NoDerivatives — If you remix, transform, or build upon the material, you may not distribute the modified material.
References
C. Wigginton, “Global mobile consumer trends, Technology, Media, and Telecommunications”, 2022. https://www.deloitte.com/global/en/Industries/tmt/perspectives/gx-global-mobile-consumer-trends.html
M. A. Pescador Ruschel and O. De Jesus, Migraine Headache. StatPearls Publishing, 2022. https://www.ncbi.nlm.nih.gov/books/NBK560787/
K. N. Arca, J. Cai, F. Wang, G. Kassim, W. L. Hasler, M. J. Batheja, “Migraine and Gastroparesis”, Current Neurology and Neuroscience Reports, 2022, vo. 22, no. 12, pp. 813-821. https://doi.org/10.1007/s11910-022-01241-3.
K. Walter, “What Is Migraine?” JAMA, vol. 327, no. 1, pp. 93–93, 2022. https://doi.org/10.1001/jama.2021.21857.
J. Pharm, “What Is the Most Common Type of Migraine?,” MedicineNet, 2022. https://www.medicinenet.com/what_is_the_most_common_type_of_migraine/article.htm
P. Dumas, “Weather-Related Migraine: 8 Tips to Dodge Another Brain Storm,” MigraineAgain.com, 2022. https://www.migraineagain.com/weather-related-migraines-8-tips-dodge-another-brain-storm/
Cleveland clinic, “Migraine Headaches: Symptoms, Causes, Treatment and Prevention,” Cleveland Clinic, 2021. https://my.clevelandclinic.org/health/diseases/5005-migraine-headaches
Mayo Clinic, “Migraine - Symptoms and causes,” Mayo Clinic, 2021. https://www.mayoclinic.org/diseases-conditions/migraine- headache/symptoms-causes/syc-20360201
T. Robert, “The Many Forms of Migraines,” Verywell Health, 2022. https://www.verywellhealth.com/different-types-of-migraines-1719576
J. P. Gerrity, J. R. Gyakum, R. A. Anthes, L. F. Bosart, E. A. O’Lenic, Weather forecasting and prediction,” Access Science, 2020. https://doi.org/10.1036/1097-8542.742600.
National Headache Foundation, “Common Headache and Migraine Triggers,” National Headache Foundation, 2018. https://headaches.org/common-headache-and-migraine-triggers/
M. Katsuki, M. Tatsumoto, K. Kimoto, T. Iiyama, M. Tajima, T. Munakata, T. Miyamoto, T. Shimazu “Investigating the effects of weather on headache occurrence using a smartphone application and artificial intelligence: A retrospective observational cross-sectional study,” Headache: The Journal of Head and Face Pain, vol. 63,no. 5, pp. 585-600, 2023. doi: https://doi.org/10.1111/head.14482.
K. Geesler, “Why Climate Change Might Be Affecting Your Headaches,” www.pennmedicine.org, 2023. https://www.pennmedicine.org/news/news-blog/2023/may/headache-and-climate-change
N. Tanik, H. Saçmaci, T. Akturk, “The relationship between exposure to hot/cold weather and the clinical features of headaches in patients with migraine and tension-type headaches,” Neurological Research, vol. 42, no. 3, pp. 239–243, 2020. https://doi.org/10.1080/01616412.2020.1723300.
L. J. Cooke, M. S. Rose, W. J. Becker, “Chinook winds and migraine headache,” Neurology, vol. 54, no. 2, pp. 302–302, 2000. https://doi.org/10.1212/wnl.54.2.302.
J. Chini, “CityNews,” calgary.citynews.ca, 2022. https://calgary.citynews.ca/2022/12/07/chinook-headaches-migraines/#:~:text=Some%20feel%20the%20effects%20of
H. Okuma, Y. Okuma, Y. Kitagawa, “Examination of fluctuations in atmospheric pressure related to migraine,” Springer Plus, vol. 4, no. 1, 2015. https://doi.org/10.1186/s40064-015-1592-4.
K. Maini and N. M. Schuster, “Headache and Barometric Pressure: a Narrative Review,” Current Pain and Headache Reports, vol. 23, no. 11,pp. 1-4 , 2019, doi: https://doi.org/10.1007/s11916-019-0826-5.
N. Akgun, E. A. Demirel, M. Acikgoz, U. Celebi, F. Kokturk, H. T. Atasoy, "The effect of weather variables on the severity, duration, and frequency of headache attacks in the cases of episodic migraine and episodic tension-type headache", Turkish Journal of Medical Sciences, vol. 51, no. 3, pp. 1406–1412, 2021. https://doi.org/10.3906/sag-2004-66.
R. Rendas-Baum, M. Yang, S. F. Varon, L. M. Bloudek, R. E. DeGryse, M. Kosinski, “Validation of the Headache Impact Test (HIT-6) in patients with chronic migraine,” Health and Quality of Life Outcomes, vol. 12, no. 1, 2014. https://doi.org/10.1186/s12955-014-0117-0.
C. R. Houts, J. S. McGinley, R. J. Wirth, R. Cady, R. B. Lipton, “Reliability and validity of the 6-item Headache Impact Test in chronic migraine from the PROMISE-2 study,” Quality of Life Research, vol. 30, no. 3, pp. 931–943, 2020. https://doi.org/10.1007/s11136-020-02668-2.
R. Rendas-Baum, M. Yang, S. F. Varon, L. M. Bloudek, R. E. DeGryse, M. Kosinski, “Validation of the Headache Impact Test (HIT-6) in patients with chronic migraine,” Health and Quality of Life Outcomes, vol. 12, no. 1, 2014. https://doi.org/10.1186/s12955-014-0117-0.
C. Y. Seek, S. Y. Ooi, Y. H. Pang, S. L. Lew, X. Y. Heng, "Elderly and Smartphone Apps: Case Study with Lightweight MySejahtera," Journal of Informatics and Web Engineering, vol. 2, no. 1, 2023. https://doi.org/10.33093/jiwe.2023.2.1.2.
N. H. K. Quan, H. Singh, T. H. T. Khanh, P. Rajagopal, "A SWOT Analysis with A Digital Transformation: A Case Study for Hospitals in the Pharmaceutical Supply Chain," Journal of Informatics and Web Engineering, vol. 2, no. 1, 2023. https://doi.org/10.33093/jiwe.2023.2.1.4.