Bibliometric Analysis of Trends in Risk Factors in Melasma

Authors

  • Yuli Wahyu Rahmawati Universitas Muhammadiyah Surabaya
  • Ali Mustofa Universitas Muhammadiyah Surabaya

DOI:

https://doi.org/10.57214/jusika.v10i1.1150

Keywords:

Bibliometric Analysis, Google Scholar, Melasma, Risk Factors, VOSviewer

Abstract

Risk factors for melasma have been identified at several points such as the use of birth control pills, cosmetics, sun exposure, estrogen therapy, decreased thyroid and ovarian function, ovarian tumors, nutrition, drugs that are classified as phototoxic or photoallergic, and epilepsy drugs. This article aims to determine the incidence of melasma and its risk factors. This study uses articles collected from the Google Scholar database. The data collection step uses the keyword "Risk Factor Melasma" according to the title and keyword criteria. The articles used are publications in the 2018-2023 year range. The stages of analysis are carried out using VOSviewer software for visualization and trend analysis in the form of bibliometric maps. The bibliometric approach was applied to identify publication patterns, research developments, and relationships among topics related to melasma risk factors. Based on the visualization results, 100 selected documents were published within 5 years, from 2018 to 2023. The findings provide an overview of the main research trends and contribute to a better understanding of the incidence of melasma and the factors associated with its occurrence

References

Alifariki, L. O., et al. (2022). Analisis bibliometrik penelitian pengobatan herbal penderita hipertensi di Indonesia menggunakan VOS-Viewer. Jurnal Keperawatan Silampari, 5(2), 764–771. https://doi.org/10.31539/jks.v5i2.3448

Batam, U., & Marianingrum, D. (2019). Hubungan lamanya paparan sinar matahari dengan kejadian melasma pada wanita pemulung di Tempat Pembuangan Akhir Telaga Punggur Kota Batam. Zona Kedokteran, 9(3). https://doi.org/10.37776/zked.v9i3.304

Cario, M. (2019). How hormones may modulate human skin pigmentation in melasma: An in vitro perspective. Experimental Dermatology, 28(6), 709–718. https://doi.org/10.1111/exd.13915

Devi, A. K., Utomo, B., Indramaya, D. M., Listiawan, M. Y., Sawitri, Murtiastutik, D., & Prakoeswa, C. R. S. (2022). Profile of melasma patients in dermatology and venerology outpatient clinic Dr. Soetomo General Academic Hospital, Surabaya, Indonesia. Bali Medical Journal, 11(1), 166–173. https://doi.org/10.15562/bmj.v11i1.3182

Donthu, N., Kumar, S., & Pattnaik, D. (2020). Forty-five years of Journal of Business Research: A bibliometric analysis. Journal of Business Research, 109, 1–14. https://doi.org/10.1016/j.jbusres.2019.10.039

Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296. https://doi.org/10.1016/j.jbusres.2021.04.070

Handel, A. C., Miot, L. D. B., & Miot, H. A. (2014). Melasma: A clinical and epidemiological review. Anais Brasileiros de Dermatologia, 89(5), 771–782. https://doi.org/10.1590/abd1806-4841.20143063

Harzing, A. W. (2007). Publish or Perish. Tarma Software Research Pty Ltd. https://harzing.com/resources/publish-or-perish

Martín-Martín, A., Orduna-Malea, E., Thelwall, M., & Delgado López-Cózar, E. (2018). Google Scholar, Web of Science, and Scopus: A systematic comparison of citations in 252 subject categories. Journal of Informetrics, 12(4), 1160–1177. https://doi.org/10.1016/j.joi.2018.09.002

Passeron, T., & Picardo, M. (2018). Melasma, a photoaging disorder. Pigment Cell & Melanoma Research, 31(4), 461–465. https://doi.org/10.1111/pcmr.12684

Putri, A. T. (2020). Faktor risiko melasma pada petani. J Agromedicine Unila, 7, 35–39.

Raza, M. H., Iftikhar, N., Anwar, A., Mashhood, A. A., Tariq, S., & Bin Hamid, M. A. (2022). Split-face comparative analysis of micro-needling with tranexamic acid vs vitamin C serum in melasma. Journal of Ayub Medical College Abbottabad, 34(1), 169–172. https://doi.org/10.55519/JAMC-01-9840

Sarkar, R., Ailawadi, P., & Garg, S. (2018). Melasma in men: A review of clinical, etiological, and management issues. Journal of Clinical and Aesthetic Dermatology, 11(2), 53–59. http://www.ncbi.nlm.nih.gov/pmc/articles/pmc5843363/

Setyawati, N. K., Indira, I. G. A. A. E., & Puspawati, N. M. D. (2019). Insiden dan profil melasma di Rumah Sakit Umum Pusat Sanglah Denpasar periode Januari 2014 sampai Desember 2014. E-Jurnal Medika Udayana, 8(2), 1–7.

van Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523–538. https://doi.org/10.1007/s11192-009-0146-3

Wijaya, H., Kwartantaya Winaya, K., Puspawati, N. M. D., Praharsini, I., Darmaputra, I., & Karna, R. V. (2023). Kadar luteinizing hormone yang tinggi menjadi faktor risiko melasma pada pria. Intisari Sains Medis, 14(1), 168–175. https://doi.org/10.15562/ism.v14i1.1486

Downloads

Published

2026-06-18

How to Cite

Yuli Wahyu Rahmawati, & Ali Mustofa. (2026). Bibliometric Analysis of Trends in Risk Factors in Melasma. Jurnal Sains Dan Kesehatan, 10(1), 100–106. https://doi.org/10.57214/jusika.v10i1.1150

Similar Articles

<< < 1 2 3 4 5 6 7 > >> 

You may also start an advanced similarity search for this article.