Analisis Trend Pencarian Baby Massage Tentang Baby Swim dan Baby Gym Menggunakan Google Trends
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Submitted
28 June 2025
Published
19 August 2025
Keywords:
-
google trend, public interest, digital epidemiology, early stimulation, infant motor development
Abstract
Layanan baby swim dan baby gym semakin digemari sebagai pilihan aktivitas untuk mendukung perkembangan motorik bayi. Namun pemahaman tentang minat masyarakat terhadap kedua layanan tersebut masih terbatas. Penelitian ini bertujuan untuk menganalisis tren pencarian terkait baby swim dan baby gym dengan menggunakan Google Trends sebagai indikator minat masyarakat. Tren data pencarian yang dikumpulkan selama periode Januari hingga Desember 2024, meliputi analisis pola musiman, perbandingan volume pencarian berdasarkan wilayah geografis, serta faktor-faktor yang mempengaruhi popularitas layanan tersebut. Hasil penelitian menunjukkan bahwa minat terhadap bayi berenang cenderung meningkat pada musim panas, terutama di wilayah perkotaan seperti Jakarta, Surabaya, dan Bandung. Sebaliknya, pencarian terkait baby gym menunjukkan pola yang lebih stabil sepanjang tahun, dengan peningkatan yang signifikan pada awal tahun. Faktor demografi, kesadaran masyarakat, dan akses informasi mempengaruhi perbedaan minat di setiap wilayah. Selain itu, uji statistik menunjukkan perbedaan yang signifikan antara volume pencarian kedua layanan tersebut. Google Trends merupakan alat yang efektif untuk menyatukan minat masyarakat terhadap layanan baby swim dan baby gym. Temuan ini memberikan wawasan penting bagi pelaku bisnis dalam merancang strategi pemasaran berbasis data, serta bagi para pembuat kebijakan dalam mengembangkan program kesehatan anak yang relevan. Penelitian ini juga menekankan pentingnya akses pendidikan dan layanan bagi masyarakat di berbagai daerah.
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Developmental Science (pp. 521–557). Routledge.
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Mageed, A. S. A. A., Olama, K. A., Rahman, S. A. A., & El-Gazzar, H. E. (2022). The effect of sensory
stimulation on apnea of prematurity. Journal of Taibah University Medical Sciences, 17(2),
311–319.
Mangono, T., Smittenaar, P., Caplan, Y., Huang, V. S., Sutermaster, S., Kemp, H., & Sgaier, S. K.
(2021). Information-seeking patterns during the COVID-19 pandemic across the United
States: Longitudinal analysis of Google trends data. Journal of Medical Internet Research,
23(5), e22933.
Matos, L. C., Machado, J. P., Monteiro, F. J., & Greten, H. J. (2021). Understanding traditional
chinese medicine therapeutics: An overview of the basics and clinical applications. In
Healthcare (Switzerland) (Vol. 9, Issue 3). MDPI AG.
https://doi.org/10.3390/healthcare9030257
Mavragani, A. (2020). Infodemiology and infoveillance: scoping review. Journal of Medical
Internet Research, 22(4), e16206.
Mavragani, A., & Ochoa, G. (2019). Google trends in infodemiology and infoveillance:
Methodology framework. In JMIR Public Health and Surveillance (Vol. 5, Issue 2). JMIR
Publications Inc. https://doi.org/10.2196/13439
Moraes-Pinto, M. I. de, Suano-Souza, F., & Aranda, C. S. (2021). Immune system: development
and acquisition of immunological competence. In Jornal de Pediatria (Vol. 97, pp. S59–
S66). Elsevier Editora Ltda. https://doi.org/10.1016/j.jped.2020.10.006
Nurafifah, D., Impartina, A., Kusbiantoro, D., & Rusdiana, M. (2025a). Kualitas Tidur Bayi Usia 3-12
Bulan dengan Baby Massage dan Baby Swimming. Jurnal Kesehatan Medika Udayana,
11(01), 98–106.
Nuti, S. V, Wayda, B., Ranasinghe, I., Wang, S., Dreyer, R. P., Chen, S. I., & Murugiah, K. (2014).
The use of google trends in health care research: a systematic review. PloS One, 9(10),
e109583.
Palupi, F. H., & Remedina, G. (2021). Baby Massage Dan Baby Gym Untuk Meningkatkan Daya
Tahan Tubuh Bayi. The Journal Of Innovation in Community Empowerment, 3(1), 13–21.
Prinja, S., Purohit, N., Kaur, N., Rajapaksa, L., Sarker, M., Zaidi, R., Bennett, S., & Rao, K. D. (2024).
The state of primary health care in south Asia. In The Lancet Global Health (Vol. 12, Issue
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Efektivitas Edukasi Melalui Video Terhadap Pengetahuan Dan Sikap Orang Tua Terhadap
Imunisasi Dasar Lengkap di Puskesmas Bandarharjo Sakinah Qurrotul A’yun. Seminar
Kesehatan Masyarakat, 1, 173–178.
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Rahmawati, N. V., Munaa, N., Saputra, M. G., Ummah, F., Nurdiana, F., & Lutfi, A. M. (2023).
Google Trend as a Tool for Market Analysis in Healthcare. International Journal of
Healthcare and Information Technology, 1(1), 11–20.
Ricalde, R. R., Fabia, J. G., Rozul, C. D. A., Quintos, M. R. T. R., & Sarmiento, R. F. R. (2022). Usability
testing of the Philippine Electronic National Newborn Hearing Screening Registry
(ENNHSR). International Journal of Medical Informatics, 163.
https://doi.org/10.1016/j.ijmedinf.2022.104787
Saputra, S. B., & Sholahuddin, M. (2025). PENGARUH INFLUENCER MEDIA SOSIAL TERHADAP
MINAT PEMBELIAN ULANG PERAN MEDIASI KEPUTUSAN PEMBELIAN. JURNAL
LENTERA BISNIS, 14(1), 764–780.
Sinclair, L., & Roscoe, C. M. P. (2023). The impact of swimming on fundamental movement skill
development in children (3–11 years): a systematic literature review. Children, 10(8), 1411.
Sossou, A. J., Sossou, G. A., Kpozehoue, A., Igue, B. C., & Ouendo, E.-M. (2021). Willingness to Pay
for Universal Health Coverage Scheme for Maternal and Child Health Care and Services
in Benin. Journal of Public Health, 7(3), 111–120.
Stevenson, S., & Thornton, J. (2007). Effect of estrogens on skin aging and the potential role of
SERMs. 2(3), 283–297.
Wang, C., & Wang, H. (2024). The growing challenge of autism spectrum disorder: a
comprehensive review of etiology, diagnosis, and therapy in children. All Life, 17(1),
2415057.
Wang, X., Dong, B., Huang, F., Zhang, J., He, R., Du, S., Zhang, J., Ma, J., Wang, H., & Zhang, B.
(2023). Temporal trends in cardiovascular health status among Chinese school-aged
children from 1989 to 2018: multiwave cross-sectional analysis. JMIR Public Health and
Surveillance, 9, e45564.
Interdisciplinary Reviews: Cognitive Science (Vol. 8, Issues 1–2). Wiley-Blackwell.
https://doi.org/10.1002/wcs.1430
Adolph, K. E., & Franchak, J. M. (2017b). The development of motor behavior. Wiley
Interdisciplinary Reviews: Cognitive Science, 8(1–2), e1430.
Barnett, L. M., Hnatiuk, J. A., Salmon, J., & Hesketh, K. D. (2019). Modifiable factors which predict
children’s gross motor competence: A prospective cohort study. International Journal of
Behavioral Nutrition and Physical Activity, 16(1). https://doi.org/10.1186/s12966-019-08880
Borioni, F., Biino, V., Tinagli, V., & Pesce, C. (2022). Effects of baby swimming on motor and
cognitive development: a pilot trial. Perceptual and Motor Skills, 129(4), 977–1000.
Brody, D. L., Emilsen, K., Rohrmann, T., & Warin, J. (2021). Exploring career trajectories of men in
the early childhood education and care workforce. Why they leave and why they stay.
Routledge.
Cervellin, G., Comelli, I., & Lippi, G. (2017a). Is Google Trends a reliable tool for digital
epidemiology? Insights from different clinical settings. Journal of Epidemiology and
Global Health, 7(3), 185–189.
Cervellin, G., Comelli, I., & Lippi, G. (2017b). Is Google Trends a reliable tool for digital
epidemiology? Insights from different clinical settings. Journal of Epidemiology and
Global Health, 7(3), 185–189. https://doi.org/10.1016/j.jegh.2017.06.001
Desyanti, H. H., Hasim, E., Khomariyah, Z. Q., Mahsusiah, W. A. O., & Faulandia, I. (2022). Pengaruh
Pendidikan Tentang Manfaat Baby Spa Untuk Pertumbuhan Dan Perkembangan Bayi 312
Bulan:
Literatur
Review.
Jurnal
Ners,
7(1),
1–6.
Desyanti, H. H., Humairah, U., Fitriani, A. M., Merlinda, D., Wulandari, R., & Qomariyah, N. (2023).
Peran Serta Fakultas Kesehatan Terhadap Pemberian Edukasi dan Pelaksanaan Skrining
Tumbuh Kembang Bayi, Balita, dan APRAS di Posyandu Desa Randu Merak. Jurnal
Pelayanan Dan Pengabdian Masyarakat Indonesia, 2(4), 164–169.
Di Simone, E., Panattoni, N., Dionisi, S., Giannetta, N., Renzi, E., Massimi, A., Di Muzio, M., &
Fabbian, F. (2024). Social determinants of health and Google trends. A worldwide
infodemiological report. European Review for Medical and Pharmacological Sciences,
28(10), 3658–3668.
Dickerson, M. K., Fenech, M., & Stratigos, T. (2024). Working with families: an investigation of
early childhood educators’ emotional labour and wellbeing. Early Years, 1–17.
Ginsburg, G. S., & Smith, I. C. (2023). School-based interventions for students with anxiety. In
Handbook of school mental health: Innovations in science and practice (pp. 21–37).
Springer.
Kharis, S. A. A., Zili, A. H. A., Putri, A., & Robiansyah, A. (2023a). Analisis tren minat masyarakat Indonesia terhadap artificial intelligence dalam menyongsong Society 5.0: Studi
menggunakan Google Trends. G-Tech: Jurnal Teknologi Terapan, 7(4), 1345–1354.
Kharis, S. A. A., Zili, A. H. A., Putri, A., & Robiansyah, A. (2023b). Analisis tren minat masyarakat
Indonesia terhadap artificial intelligence dalam menyongsong Society 5.0: Studi
menggunakan Google Trends. G-Tech: Jurnal Teknologi Terapan, 7(4), 1345–1354.
Krismayani, I., & Mafar, F. (2024). Tren Pencarian Informasi Masyarakat Indonesia Menggunakan
Google Search Engine. Lentera Pustaka: Jurnal Kajian Ilmu Perpustakaan, Informasi Dan
Kearsipan, 10(1), 53–60.
Kumaladewi, F., & Kusumah, D. F. (2023). Efektivitas Pijat Bayi, Baby Gym dan Baby Swim
Terhadap Tumbuh Kembang Bayi Usia 6-12 Bulan. Health Research Journal of Indonesia,
1(3), 116–122.
Lewis, C., Lamb, M. E., & Li, X. (2024). The Role of Parent-Child Relationships in Development. In
Developmental Science (pp. 521–557). Routledge.
Liviskie, C., Vesoulis, Z., Zeller, B., Rao, R., & McPherson, C. (2021). Respiratory effects of
prolonged prednisolone use in infants with evolving and established Bronchopulmonary
dysplasia. Early Human Development, 156.
https://doi.org/10.1016/j.earlhumdev.2021.105344
Lõhmus, M., Osooli, M., Pilgaard, F. I. H., Östergren, P.-O., Olin, A., Kling, S., Albin, M., & Björk, J.
(2022). What makes children learn how to swim?–health, lifestyle and environmental
factors associated with swimming ability among children in the city of Malmö, Sweden.
BMC Pediatrics, 22(1), 32.
Mageed, A. S. A. A., Olama, K. A., Rahman, S. A. A., & El-Gazzar, H. E. (2022). The effect of sensory
stimulation on apnea of prematurity. Journal of Taibah University Medical Sciences, 17(2),
311–319.
Mangono, T., Smittenaar, P., Caplan, Y., Huang, V. S., Sutermaster, S., Kemp, H., & Sgaier, S. K.
(2021). Information-seeking patterns during the COVID-19 pandemic across the United
States: Longitudinal analysis of Google trends data. Journal of Medical Internet Research,
23(5), e22933.
Matos, L. C., Machado, J. P., Monteiro, F. J., & Greten, H. J. (2021). Understanding traditional
chinese medicine therapeutics: An overview of the basics and clinical applications. In
Healthcare (Switzerland) (Vol. 9, Issue 3). MDPI AG.
https://doi.org/10.3390/healthcare9030257
Mavragani, A. (2020). Infodemiology and infoveillance: scoping review. Journal of Medical
Internet Research, 22(4), e16206.
Mavragani, A., & Ochoa, G. (2019). Google trends in infodemiology and infoveillance:
Methodology framework. In JMIR Public Health and Surveillance (Vol. 5, Issue 2). JMIR
Publications Inc. https://doi.org/10.2196/13439
Moraes-Pinto, M. I. de, Suano-Souza, F., & Aranda, C. S. (2021). Immune system: development
and acquisition of immunological competence. In Jornal de Pediatria (Vol. 97, pp. S59–
S66). Elsevier Editora Ltda. https://doi.org/10.1016/j.jped.2020.10.006
Nurafifah, D., Impartina, A., Kusbiantoro, D., & Rusdiana, M. (2025a). Kualitas Tidur Bayi Usia 3-12
Bulan dengan Baby Massage dan Baby Swimming. Jurnal Kesehatan Medika Udayana,
11(01), 98–106.
Nuti, S. V, Wayda, B., Ranasinghe, I., Wang, S., Dreyer, R. P., Chen, S. I., & Murugiah, K. (2014).
The use of google trends in health care research: a systematic review. PloS One, 9(10),
e109583.
Palupi, F. H., & Remedina, G. (2021). Baby Massage Dan Baby Gym Untuk Meningkatkan Daya
Tahan Tubuh Bayi. The Journal Of Innovation in Community Empowerment, 3(1), 13–21.
Prinja, S., Purohit, N., Kaur, N., Rajapaksa, L., Sarker, M., Zaidi, R., Bennett, S., & Rao, K. D. (2024).
The state of primary health care in south Asia. In The Lancet Global Health (Vol. 12, Issue
10, pp. e1693–e1705). Elsevier Ltd. https://doi.org/10.1016/S2214-109X(24)00119-0
Qurrotul, S., Setyawan, H., Pandu, M., & Kusuma, J. (2023). Fakultas Kesehatan Masyarakat
Efektivitas Edukasi Melalui Video Terhadap Pengetahuan Dan Sikap Orang Tua Terhadap
Imunisasi Dasar Lengkap di Puskesmas Bandarharjo Sakinah Qurrotul A’yun. Seminar
Kesehatan Masyarakat, 1, 173–178.
https://jurnalnew.unimus.ac.id/index.php/prosidingfkm
Rahmawati, N. V., Munaa, N., Saputra, M. G., Ummah, F., Nurdiana, F., & Lutfi, A. M. (2023).
Google Trend as a Tool for Market Analysis in Healthcare. International Journal of
Healthcare and Information Technology, 1(1), 11–20.
Ricalde, R. R., Fabia, J. G., Rozul, C. D. A., Quintos, M. R. T. R., & Sarmiento, R. F. R. (2022). Usability
testing of the Philippine Electronic National Newborn Hearing Screening Registry
(ENNHSR). International Journal of Medical Informatics, 163.
https://doi.org/10.1016/j.ijmedinf.2022.104787
Saputra, S. B., & Sholahuddin, M. (2025). PENGARUH INFLUENCER MEDIA SOSIAL TERHADAP
MINAT PEMBELIAN ULANG PERAN MEDIASI KEPUTUSAN PEMBELIAN. JURNAL
LENTERA BISNIS, 14(1), 764–780.
Sinclair, L., & Roscoe, C. M. P. (2023). The impact of swimming on fundamental movement skill
development in children (3–11 years): a systematic literature review. Children, 10(8), 1411.
Sossou, A. J., Sossou, G. A., Kpozehoue, A., Igue, B. C., & Ouendo, E.-M. (2021). Willingness to Pay
for Universal Health Coverage Scheme for Maternal and Child Health Care and Services
in Benin. Journal of Public Health, 7(3), 111–120.
Stevenson, S., & Thornton, J. (2007). Effect of estrogens on skin aging and the potential role of
SERMs. 2(3), 283–297.
Wang, C., & Wang, H. (2024). The growing challenge of autism spectrum disorder: a
comprehensive review of etiology, diagnosis, and therapy in children. All Life, 17(1),
2415057.
Wang, X., Dong, B., Huang, F., Zhang, J., He, R., Du, S., Zhang, J., Ma, J., Wang, H., & Zhang, B.
(2023). Temporal trends in cardiovascular health status among Chinese school-aged
children from 1989 to 2018: multiwave cross-sectional analysis. JMIR Public Health and
Surveillance, 9, e45564.
Authors
Humairah, U., & Harwin Holilah Desyanti. (2025). Analisis Trend Pencarian Baby Massage Tentang Baby Swim dan Baby Gym Menggunakan Google Trends. Journal of Midwifery and Health Science of Sultan Agung, 4(2). https://doi.org/10.30659/jmhsa.v4i2.75
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