Pola Musiman Kunjungan Wisatawan Mancanegara Ke Bali

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Addin Maulana
Chamma Fitri Putri Pradjwalita Koesfardani


The seasonal pattern of tourist arrivals is an important element that must be observed in making policies in the field of tourism marketing. By using the method of calculation, the Seasonality Ratio, Gini Coefficients, and Seasonality Index, this study aims to identify seasonal patterns of foreign tourist arrivals to Bali during the past 5 years. This study shows that: First, foreign tourists’ arrivals to Bali showed insignificant levels of variation and an equation of seasonal variations patterns is found in 2015, 2016, and 2019. Second, foreign tourist arrivals to Bali had a distribution per month that is relatively evenly distributed, with low seasonal rates, or the difference between monthly arrivals has an insignificant difference in value. Third, peak season of foreign tourists’ arrivals to Bali was concentrated in July with a drastic increase from the previous month and accompanied by a slowing decline towards the off-peak season. So, it is necessary to do an appropriate marketing and resource allocation strategies to optimize each seasonal phase.


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Maulana, A., & Koesfardani, C. F. P. P. . (2021). Pola Musiman Kunjungan Wisatawan Mancanegara Ke Bali. Jurnal Kepariwisataan Indonesia: Jurnal Penelitian Dan Pengembangan Kepariwisataan Indonesia, 14(2), 73–90. https://doi.org/10.47608/jki.v14i22020.73-90



Andres, E. A. S., Cheok, D., & Othman, L. (2016). Tourist Arrivals and Inclusive Growth (Advance Free Trade for Asia-Pacific Prosperity No. Issue Paper No. 11). Heng Mui Keng Terrace. Retrieved from https://www.apec.org/-/media/APEC/Publications/2016/8/Tourist-Arrivals-and-Inclusive-Growth/Tourist-Arrivals-and-Inclusive-Growth_final-report_11Aug2016.pdf.

BPS-Statistics Indonesia. (2020). National Tourism and Transportation Development Statistics December 2019 (in bahasa). Jakarta. Diakses dari https://www.bps.go.id/pressrelease/download.html?nrbvfeve=MTcxMQ%3D%3D&sdfs=ldjfdifsdjkfahi&twoadfnoarfeauf=MjAyMC0wMy0xMSAxNTo0MzoyMw%3D%3D

Badan Pusat Statistik Provinsi Bali. (2020). Perkembangan Pariwisata Provinsi Bali Desember 2019. Diakses dari https://bali.bps.go.id/pressrelease/download.html?nrbvfeve=NzE3MzI1&sdfs=ldjfdifsdjkfahi&twoadfnoarfeauf=MjAyMC0wNC0wOCAwOTowMDozOQ%3D%3D.

Butler, R. W. (2001). Sesonality in Tourism: Issues and Implications. In S. Page (Ed.), Advances in Tourism Research Series (pp. 5–21). Kidlingkton: Elsevier Science Ltd.

Kementerian Pariwisata dan Ekonomi Kreatif, & International Labour Organization. (2012). Rencana Strategis Pariwisata Berkelanjutan dan Green Jobs untuk Indonesia. Jakarta. Diakses dari https-//www.ilo.org/wcmsp5/groups/public/---asia/---ro-bangkok/---ilo-jakarta/documents/publication/wcms_209132.

Lundtorp, S. (2001). Measuring Tourism Seasonality. In S. Page (Ed.), Advances in Tourism Research Series (pp. 23–50). Kidlingkton: Elsevier Science Ltd.

Tourism Australia. (2018). High Value Traveller Snapshot. Diakses dari https://www.tourism.australia.com/content/dam/assets/document/1/7/5/e/w/2013224.pdf.


Algieri, B., Aquino, A., & Succurro, M. (2018). International Competitive Advantages in Tourism: An Eclectic View. Tourism Management Perspectives, 25 (November 2017), 41–52. Diakses dari https://doi.org/10.1016/j.tmp.2017.11.003

Alzboun, N. (2018). Measuring Seasonality of Tourism Demand in Petra, Jordan (2006-2017). Modern Applied Science, 12(9), 131–139. Diakses dari https://doi.org/10.5539/mas.v12n9p131

Antara, M., & Prameswari, Y. A. (2018). Push and Pull Factors of Tourists Visit the Tourism Destination of Bali, Indonesia. Journal of Tourism and Hospitality Management, 6(1), 2372–5133. diakses dari https://doi.org/10.15640/jthm.v6n1a11

Antara, M., & Sumarniasih, M. S. (2017). Role of Tourism in Economy of Bali and Indonesia. Journal of Tourism and Hospitality Management, 5(2), 34–44. Diakses dari https://doi.org/10.15640/jthm.v5n2a4

Artal-Tur, A., Pallardó-López, V. J., & Requena-Silvente, F. (2016). Examining The Impact of Visa Restrictions on International Tourist Flows Using Panel Data. Estudios de Economia, 43(2), 265–279. Diakses dari https://doi.org/10.4067/S0718-52862016000200005

Battour, M., Hakimian, F., Ismail, M., & Boğan, E. (2018). The Perception Of Non-Muslim Tourists Towards Halal Tourism: Evidence From Turkey And Malaysia. Journal of Islamic Marketing, 9(4), 823–840.Diakses dari https://doi.org/10.1108/JIMA-07-2017-0072

Cannas, R. (2012). An Overview of Tourism Seasonality : Key Concepts and Policies. Journal of Tourism, Culture and Territorial Development, 3(5), 40–58. Diakses dari https://almatourism.unibo.it/article/view/3120

Choe, Y., Kim, H., & Joun, H.-J. (2019). Differences in Tourist Behaviors Across The Seasons : The Case of Northern Indiana. Sustainability, MDPI, Open Journal Access, 11(16), 1–16. Diakses dari https://doi.org/10.3390/su11164351

Cooper, C. (2016). Essentials of Tourism (Second Edi). Harlow: Pearson Education Limited.

Corluka, G. (2019). Tourism Seasonality – An Overview. Journal of Business Paradigms, 4(1), 21–43. Diakses dari https://www.researchgate.net/profile/Goran_Corluka/publication/336085306_TOURISM_SEASONALITY_-_AN_OVERVIEW/links/5d8dbedb299bf10cff12cbaf/TOURISM-SEASONALITY-AN-OVERVIEW.pdf

Fernández-morales, A. (2014). Leisure , Sport & Tourism Education. Journal of Hospitality, Leisure, Sport & Tourism Education, 15, 116–123. Diakses dari https://doi.org/10.1016/j.jhlste.2014.08.001

Firawan, I. G. N. F., & Suryawan, I. B. (2016). Potensi Daya Tarik Wisata Air Terjun Nungnung Sebagai Daya Tarik Wisata Alam. Jurnal Destinasi Pariwisata, 4(2), 92. Diakses dari https://doi.org/10.24843/jdepar.2016.v04.i02.p15

Gnanapragasam, S. R. (2018). Tourist Arrivals in Sri Lanka : A Comparative Study of Holt-Winter’s versus Box-Jenkin’s Modeling Methods. OUSL Journal, 13(1), 65–91. Diakses dari https://doi.org/DOI: http://doi.org/10.4038/ouslj.v13i1.7395

Jangra, R., & Kaushik, S. P. (2018). Analysis of Trends and Seasonality in the Tourism Industry : The Case of A Cold Desert Destination-Kinnaur, Himachal Pradesh. African Journal of Hospitality, Tourism and Leisure, 7(1), 1–16. Diakses dari ajhtl.com/uploads/7/1/6/3/7163688/article_15_vol_7__1__2018.pdf

Jayaprakash, K. (2017). Factors Influencing The Tourists to Visit Udhagamandalam. International Journal of Management & Social Science Research Review, 1, 40–44. Diakses dari https://www.researchgate.net/profile/Jayaprakash_k/publication/321051267_FACTORS_INFLUENCING_THE_TOURISTS_TO_VISIT_UDHAGAMANDALAM/links/5a0ac88ba6fdcc2736dece20/FACTORS-INFLUENCING-THE-TOURISTS-TO-VISIT-UDHAGAMANDALAM.pdf

Jin, Q., Hu, H., & Kavan, P. (2016). Factors influencing perceived crowding of tourists and sustainable tourism destination management. Sustainability (Switzerland), 8(10), 1–17. Diakses dari https://doi.org/10.3390/su8100976

Karamustafa, K., & Ulama, S. (2010). Measuring The Seasonality in Tourism with The Comparison of Different Methods. EuroMed Journal of Business, 5(2), 191–214. Diakses dari https://doi.org/10.1108/14502191011065509

Kastenholz, E., & Almeida, A. L. de. (2015). Analyzing Seasonal Differences in A Destination’s Tourist Market: The Case of Minho. Marketing Places and Spaces, 10, 253–267. Diakses dari https://doi.org/http://dx.doi.org/10.1108/S1871-317320150000010018

Lim, C., & McAleer, M. (1999). A Seasonal Analysis of Malaysian Tourist Arrivals to Australia. Mathematics and Computers in Simulation, 48(4), 573–583. Diakses dari https://doi.org/https://doi.org/10.1016/S0378-4754(99)00038-5

Liu, J., Pan, H., & Zheng, S. (2019). Tourism Development, Environment and Policies: Differences Between Domestic and International Tourists. Sustainability, MDPI, Open Journal Access, 11(1390), 1–15. Diakses dari https://doi.org/10.3390/su11051390

Liu, X., Li, J. J., & Kim, W. G. (2015). The Role of Travel Experience in The Structural Relationships Among Tourists’ Perceived Image, Satisfaction, and Behavioral Intentions. Tourism and Hospitality Research, 1–12. Diakses dari https://doi.org/10.1177/1467358415610371

Mariyono, J. (2017). Determinants of Demand for Foreign Tourism in Indonesia. Jurnal Ekonomi Pembangunan, 18(1), 82–92. Diakses dari https://doi.org/https://doi.org/10.23917/jep.v18i1.2042

Maulana, A. (2019). Kajian Perhitungan Global Gross Travel Propensity (GTP) Dan Country Potential Generation Index (CPGI) 2016. Jurnal Pariwisata Pesona, 4(2), 139–148. Diakses dari https://doi.org/https://doi.org/10.26905/jpp.v4i2.2594

Mishra, S. S., & Bansal, V. (2017). Role of source-destination proximity in international inbound tourist arrival : empirical evidences from India Role of source-destination proximity in international inbound tourist. Asia Pacific Journal of Tourism Research, 540–553. Diakses dari https://doi.org/10.1080/10941665.2017.1287107

Moon, H., & Han, H. (2018). Tourist Experience Quality and Loyalty to An Island Destination: The Moderating Impact of Destination Image. Journal of Travel & Tourism Marketing, 1–17. Diakses dari https://doi.org/10.1080/10548408.2018.1494083

Mylonopoulos, D., Moira, P., & Kikilia, A. (2016). The Travel Advice as an Inhibiting Factors of Tourism Movement. Originalni Članak, 10, 13–26. Diakses dari https://doi.org/10.5937/timsact10-9902

Nugroho, I. A., Gunawan, S., Awirya, A. A., & Nurman, P. (2017). The Effect of Exchange Rate Fluctuations on Bali Tourism Sector. Jurnal Ekonomi Dan Pembangunan, 1(December), 4–6. Diakses dari https://doi.org/10.14203/JEP.25.1.2017.15-26

Ob, E., & Mp, D. (2018). The Influence of Visa Restrictions on the Choice of Travel Destination among the Academic and Senior Staff of Michael Okpara University of Agriculture, Umudike. Journal of Tourism & Hospitality, 7(2), 1–8. Diakses dari https://doi.org/10.4172/2167-0269.1000351

Secareanu, C., & Firoiu, D. (2011). Statistical methods Used In The Analysis And Forcast of The Tourism Activity Affected by Seasonality. Romanian Economic and Business Review, 6(4), 150–157. Diakses dari http://www.rebe.rau.ro/RePEc/rau/journl/WI11/REBE-WI11-A14.pdf

Šergo, Z., Matošević, I., & Zanini-Gavranić, T. (2016). Seasonality In Tourism Demand: Panel Models With Censored Data. In Interdisciplinary Management Research XII (pp. 1–10). Opatija. Diakses dari https://www.researchgate.net/profile/Goran_Corluka/publication/336085306_TOURISM_SEASONALITY_-_AN_OVERVIEW/links/5d8dbedb299bf10cff12cbaf/TOURISM-SEASONALITY-AN-OVERVIEW.pdf

Suastika, I. G. Y., & Yasa, I. N. M. (2015). Pengaruh Jumlah Kunjungan Wisatawan, Lama Tinggal Wisatawan dan Tingkat Hunian Hotel Terhadap Pendapatan Asli Daerah dan Kesejahteraan Masyarakat Pada Kabupaten/Kota di Provinsi Bali. Ekonomi Pembangunan Universitas Udayana, 6(7), 1332–1362. Diakses dari https://ojs.unud.ac.id/index.php/eep/article/view/29349

Subadra, I. N., Sutapa, I. K., Artana, I. W. A., Yuni, L. K. H. K., & Sudiarta, M. (2019). Investigating Push and Pull Factors of Tourists Visiting Bali as a World Tourism Destination. International Journal of Multidisciplinary Educational Research, 8(8(7)), 253–269. Diakses dari https://doi.org/10.6084/m9.figshare.9916247

Sukaatmadja, I. P. G., Wardana, M., Purbawangsa, I. B. A., & Rahanatha, G. B. (2017). Pariwisata Spiritual: Berbasis Event-Event Upadara Agama Hindu. In Prosiding Seminar Nasional AIMI (pp. 27–28). Diakses dari https://repository.unja.ac.id/3829/61/529_538_aimi.pdf

Sukirman, O. (2017). Apakah Anggaran Pemasaran Pariwisata Pemerintah Efektif dalam Meningkatkan Jumlah Kunjungan Wisatawan? Tourism and Hospitality Essentials (THE) Journal, 7(2), 121–128. Diakses dari https://doi.org/https://doi.org/10.17509/thej.v7i2.9018.g5613

Theara, C. (2017). On the Investigation of Factors Affecting International Tourist Arrivals to Cambodian Market : A Static and Dynamic Gravity Approach On the Investigation of Factors Affecting International Tourist. Southeast Asian Journal of Economics, 5(2), 115–138. Diakses dari https://mpra.ub.uni-muenchen.de/83813/1/MPRA_paper_83813.pdf

Turrión-Prats, J., & Duro, J. A. (2018). Tourist seasonality and the role of markets. Journal of Destination Marketing and Management, 8(November), 23–31. Diakses dari https://doi.org/10.1016/j.jdmm.2016.11.004

Utama, I. G. B. R. (2016a). Destination Image of Bali Based on the Push Motivational Factors, Identity and Destination Creations in the Perspective of Foreign Senior Tourist. Jurnal Manajemen & Kewirausahaan, 18(1), 16–24. Diakses dari https://doi.org/10.9744/jmk.18.1.16

Utama, I. G. B. R. (2016b). Keunikan Budaya dan Keindahan Alam sebagai Citra Destinasi Bali menurut Wisatawan Australia Lanjut Usia. Jurnal Kajian Bali, 06(1), 149–172. Diakses dari https://doi.org/https://doi.org/10.24843/JKB.2020.v10.i01

Windayani, I. A. R. S., & Budhi, M. K. S. (2017). Pengaruh Kunjungan Wisatawan, Tingkat Hunian Hotel, Pengeluaran Wisatawan Terhadap Penyerapan Tenaga Kerja dan Pertumbuhan Ekonomi Di Provinsi Bali. Jurnal Ekonomi Pembangunan, 6(2), 195–224. Retrieved from Diakses dari https://ojs.unud.ac.id/index.php/eep/article/view/27267/17564

Yusup, M. F., Kanyan, A., Kasuma, J., Kamaruddin, H., & Adlin, J. (2016). Determinants of Factors and The Growth of Tourism Industry in Langkawi Island. Journal of Scientific Research and Development, 3(2), 13–20. Diakses dari https://www.researchgate.net/profile/Jati_Kasuma/publication/302896554_Determinants_of_factors_and_the_growth_of_tourism_industry_in_Langkawi_Island/links/5732b8f508ae9ace840486d2/Determinants-of-factors-and-the-growth-of-tourism-industry-in-Langkawi-Isla

Zellatifanny, C. M., & Mudjiyanto, B. (2018). Tipe Penelitian Deskriptif dalam Ilmu Komunikasi. Jurnal Diakom, 1(2), 83–90. Diakses dari https://doi.org/https://doi.org/10.17933/diakom.v1i2.20

Þórhallsdóttir, G., & Ólafsson, R. (2017). A method to Analyse Seasonality in The Distribution of Tourists in Iceland. Journal of Outdoor Recreation and Tourism, 19 (December 2016), 17–24. Diakses dari https://doi.org/10.1016/j.jort.2017.05.001