Visualization and Data Analysis of Measles Incident in the Sukorejo I Community Health Center Work Area

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DOI:

10.29303/jppipa.v11i1.9854

Published:

2025-02-07

Issue:

Vol. 11 No. 1 (2025): January

Keywords:

Extraordinary incident, Measles, Outbreak, Visualization

Research Articles

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Panengah, N. S., Adi, M. S., & Agushybana, F. (2025). Visualization and Data Analysis of Measles Incident in the Sukorejo I Community Health Center Work Area. Jurnal Penelitian Pendidikan IPA, 11(1), 993–999. https://doi.org/10.29303/jppipa.v11i1.9854

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Abstract

Data visualization is becoming important in the health sector, which is developing along with the times. Data visualization can be used as a reference material for the control and prevention of infectious disease. Measles is a disease caused by a virus from the Paramyxovirus group, measles is easily transmitted and can cause complications and even death. Data on the distribution of measles is limited in the form of descriptions and cannot be disseminated widely and easy to understand. The aim of this study was to visualize measles distribution data using web media and analyze the distribution of measles in the working area of Sukorejo 1. This study uses a mixed method design, descriptive and in-depth interview and uses entire case population in the Sukorejo 1 health center work area. Measles outbreak often occur at the age of five and six year and more common girls than boys. The distribution pattern of measles outbreak is clustered and can be identified by the characteristic of school and residence. A web display is generated containing a diagram related to measles distribution. Analysis shows that more measles cases occur in Sukorejo ward. It is hoped that these results will help community health center officers and health services in planning the handling and management of measles cases.

References

Adegboye, O., Adekunle, A. I., Pak, A., Kuddus, A., Gorham, G., Eisen, D. P., & McBryde, E. S. (2024). The Global Resurgence of Measles, Estimating the Risks of International Importations of Measles Among 181 Countries and Territories: A Modelling Study. SSRN Electronic Journal. https://doi.org/10.2139/SSRN.4744239

Akilbekova, D., Yerdessov, S., & Gaipov, A. (2024). Urgent Health Update: Rising Measles Cases in Kazakhstan. The Lancet Regional Health - Europe, 37. https://doi.org/10.1016/j.lanepe.2023.100828

Battineni, G., Mittal, M., & Jain, S. (2021). Data visualization in the transformation of healthcare industries. Advanced Prognostic Predictive Modelling in Healthcare Data Analytics, 1–23. https://doi.org/10.1007/978-981-16-0538-3_1

Card, S. T., Mackinlay, J. D., & Scheiderman, B. (1999). Readings in Information Visualization, Using Vision to Think. Morgan Kaufmann.

Chacko, S. (2023). Progress toward measles and rubella elimination—Indonesia, 2013--2022. MMWR. Morbidity and Mortality Weekly Report, 72. Retrieved from https://www.cdc.gov/mmwr/volumes/72/wr/mm7242a2.htm

Gastañaduy, P. A., Goodson, J. L., Panagiotakopoulos, L., Rota, P. A., Orenstein, W. A., & Patel, M. (2021). Measles in the 21st Century: Progress Toward Achieving and Sustaining Elimination. The Journal of Infectious Diseases. https://doi.org/10.1093/INFDIS/JIAA793

Herini, E. S., Triono, A., Iskandar, K., Prasetyo, A., Nugrahanto, A. P., & others. (2021). Congenital Rubella Syndrome Surveillance After Measles Rubella Vaccination Introduction in Yogyakarta, Indonesia. The Pediatric Infectious Disease Journal, 40(12), 1144–1150. https://doi.org/10.1097/INF.0000000000003290

Idé, H. A., Yanogo, P. K., Barry, D., Togola, B., Adehossi, E., Meda, N., Togola, O. B., Zerbo, J. K., & Faso, B. (2022). Epidemiological Profile of Measles in Niger: Analysis of Measles Case-Based Surveillance Data from 2010 to 2019. Pan African Medical Journal, 43(1). https://doi.org/10.11604/pamj.2022.43.18.33443

Islam, M. R., Dhar, P. S., & Rahman, M. M. (2023). Recent measles (rubeola) outbreak: etiology, symptoms, prevention, treatment, complications, and advice for medical professionals. International Journal of Surgery, 109(2), 123–125. https://doi.org/10.1097/JS9.0000000000000053

Jalal, M. A., Halboot, K. M., Lami, S. A., Gumar, E. A., Al-Delphi, M. H. K., Lami, F., Mohammed, T., & Taher, J. (2024). Epidemiological Trends and Clinical Characteristics of Measles in Iraq (2023-2024): A Retrospective Cross-Sectional Study. Research Square. https://doi.org/10.21203/RS.3.RS-5234424/V1

Moss, W. J., & Griffin, D. E. (2023). Paramyxoviruses: measles. In Viral infections of humans: Epidemiology and control (pp. 1–29). Springer. https://doi.org/10.1007/978-1-4939-9544-8_23-1

Nwalozie, R., Uzoechi, M., Esiere, R. K., & Nnokam, B. A. (2023). Biology of Measles Virus: Epidemiology and Clinical Manifestations. International Journal of Pathogen Research, 12(4), 1–10. https://doi.org/10.9734/ijpr/2023/v12i4231

Pike, J., Melnick, A., Gastañaduy, P. A., Kay, M., Harbison, J., Leidner, A. J., Rice, S., Asato, K., Schwartz, L., & DeBolt, C. (2021). Societal Costs of a Measles Outbreak. Pediatrics, 147(4). https://doi.org/10.1542/PEDS.2020-027037/180774

Ramadhani, F. H., Azizah, R., Jalaludin, J., Martini, S., & Sulistyorini, L. (2023). Meta-Analisis Dan Tinjauan Sistematis: Faktor Risiko Kejadian Campak Di Indonesia (2012 – 2021). Jurnal Kesehatan Masyarakat, 19(1), 138–48. https://doi.org/10.15294/kemas.v19i1.43060

Rao, A. S., D’Mello, D. A., Anand, R., & Nayak, S. (2019). Clinical significance of measles and its prediction using data mining techniques: a systematic review. International Conference on Artificial Intelligence and Data Engineering, 737–759. https://doi.org/10.1007/978-981-15-3514-7_56

Rifani, M., Pelupessy, N. M., Artati, R. D., & Baso, A. J. A. (2024). Divisi Infeksi dan Penyakit Tropis Infeksi Measles Pada Anak Perempuan 3 Tahun. Jurnal Ners, 8(1), 109–121. https://doi.org/10.31004/jn.v8i1.20190

Sarawarastri, N. (2023). Overview of Measles. KESANS: International Journal of Health and Science, 3(3), 239–246. https://doi.org/10.54543/kesans.v3i3.264

Sari, I. W., MarianingsihTheresia, E., & Estiwidani, D. (2019). Hubungan Usia Imunisasi Campak Dengan Kejadian Penyakit Campak Pada Bayi Di Puskesmas Ngaglik I dan II Kabupaten Sleman Yogyakarta Tahun 2019 [Thesis: Poltekkes Kemenkes Yogyakarta]. Retrieved from http://eprints.poltekkesjogja.ac.id/2172/

Sato, A. I., & Chatterjee, A. (2023). Measles: The road to eradication. In Viral, Parasitic, Bacterial, and Fungal Infections (pp. 167–175). Elsevier. https://doi.org/10.1016/B978-0-323-85730-7.00063-1

Sitepu, F. Y., Depari, E., Mudatsir, M., & Harapan, H. (2020). Being Unvaccinated and Contact with Measles Cases as the Risk Factors of Measles Outbreak, North Sumatera, Indonesia. Clinical Epidemiology and Global Health, 8(1), 239–43. https://doi.org/10.1016/J.CEGH.2019.08.006

Sugiyono. (2017). Metode Penelitian Kuantitatif, Kualitatif, dan R&D. Bandung: Alfabeta.

Taherdoost, H. (2022). How to conduct an effective interview; a guide to interview design in research study. International Journal of Academic Research in Management, 11(1), 39–51. Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4178687

Usharani, S., Bala, P. M., Rajmohan, R., Kumar, T. A., & Pavithra, M. (2022). Data visualization for healthcare. In Intelligent Interactive Multimedia Systems for E-Healthcare Applications (pp. 3–32). Apple Academic Press. https://doi.org/10.1201/9781003282112-2

Walekhwa, A. W., Ntaro, M., Kawungezi, P. C., Achangwa, C., Muhindo, R., Baguma, E., Matte, M., Migisha, R., Reyes, R., Thompson, P., Boyce, R. M., & Mulogo, E. M. (2021). Measles Outbreak in Western Uganda: A Case-Control Study. BMC Infectious Diseases, 21(1), 1–9. https://doi.org/10.1186/S12879-021-06213-5/TABLES/3.

WHO, W. H. O. (2022). Measles Outbreak Guide. World Health Organisation.

Zeffira, L., Yulfienti, E., Yulika, V., Handayani, K. M., Sari, W., & Khudri, G. (2024). Profile Of Childhood Measles Patients At Rsi Siti Rahmah Padang 2020-2022. MSJ: Majority Science Journal, 2(2), 47–51. https://doi.org/10.61942/msj.v2i2.171

Author Biographies

Novy Sandhyana Panengah, Diponegoro University

Mateus Sakundarno Adi, Diponegoro University

Farid Agushybana, Diponegoro Univesity

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Copyright (c) 2025 Novy Sandhyana Panengah, Mateus Sakundarno Adi, Farid Agushybana

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