Analisis Karakteristik Konsumen dan Faktor Dominan Keberhasilan Promosi UMKM Kab. Subang di Media Sosial
Abstract
Promotion is a marketing communication that aims to attract and convince consumers to buy the products or services offered. Social media as a promotional medium with a wider target market reach and relatively low cost. The purpose of the study was to analyze consumer characteristics based on age range, gender, social media used, product category sought, and product criteria. These attributes are then analyzed using the k-means clustering algorithm. In addition, an analysis of the dominant factors that influence the success of promotion through social media is carried out using the Analytical Hierarchy Process (AHP) algorithm. Determination of criteria and sub-criteria through Focus Group Discussion (FGD) with 5 MSME actors and 10 consumers. The results of clustering form 2 clusters with an evaluation of the DBI value of 0.089. Cluster 0 members are 44 respondents and cluster 1 are 26 respondents. The results of data analysis show that Instagram, Facebook, and Whatsapp social media users are dominated by women aged 17-35 years. The most sought after product categories are fast food and product review criteria are reasons for consumers to buy. Furthermore, from the results of the dominant factor analysis using the analytical hierarchy process, five dominant factors that influence the success of promotions on social media are obtained, namely Product Reviews, Quality of Service to Consumers, Quality Content, Influencer Services, and Actively Interacting in Online Community.
References
M. A. Harahap and S. Adeni, “Tren Penggunaan Media Sosial Selama Pandemi di Indonesia,” J. Prof. FIS UNIVED, vol. 7, no. 2, pp. 13–23, 2020.
K. Hadiwinata, H. Mundzir, and S. Muslim, “Analisis Peran Media Sosial Instagram Sebagai Media Pemasaran dan Branding Bisnis di Era Pandemi Covid-19,” Senabisma, vol. 6, no. 2, pp. 62–68, 2020.
P. Kotler, G. Armstrong, L. Harris, and H. C. He, Principles of Marketing Eighth Europe an Edition. 2020. [Online]. Available: www.pearson.com/uk
D. S. Puspitarini and R. Nuraeni, “Pemanfaatan Media Sosial Sebagai Media Promosi (Studi Deskriptif pada Happy Go Lucky House),” J. Common, vol. 3, no. 1, pp. 71–80, 2019.
E. Mustaniroh, Amalia, Mas’ud Effendi, “Development Strategy for Cluster Apple Chips with K-means Clustering and Analytical Hierarchy Process,” Ind. J. Teknol. dan Manaj. Agroindustri, vol. 5, no. 2, pp. 67–74, 2016, doi: 10.21776/ub.industria.2016.005.02.3.
I. Sukmadewanti, R. Arifudin, and E. Sugiharti, “Use of K-Means Clustering and Analytical Methods Hierarchy Process in Determining the Type of MSME Financing in Semarang City,” Sci. J. Informatics, vol. 5, no. 2, pp. 148–158, 2018, doi: 10.15294/sji.v5i2.16221.
R. W. Savitri, “Implementasi Metode K-Means Dan Metode Analytic Hierarchy Process (AHP) dalam Pemilihan Hotel di Palembang,” 2020.
F. Tempola, M. Muhammad, and A. Mubarak, “Penggunaan Internet Dikalangan Siswa SD di Kota Ternate: Suatu Survey, Penerapan Algoritma Clustering dan Validasi DBI,” J. Teknol. Inf. dan Ilmu Komput., vol. 7, no. 6, p. 1153, 2020, doi: 10.25126/jtiik.2020722370.
U. P. Qayyumi, “Pengaruh Promosi Melalui Media Sosial (Instagram, Tiktok, dan Youtube) dan Electronic Word of Mouth Terhadap Minat Beli pada Bittersweet by Najla (Studi Kasus pada Pengguna Media Sosial Instagram, Tiktok, dan Youtube di Kota Yogyakarta),” 2021.
A. Japlani, “Pengaruh Harga Dan Promosi Melalui Media Sosial Terhadap Keputusan Pembelian Pada Butik di Kota Metro Lampung. Fakultas Ekonomi dan Bisnis UM Metro I,” J. Manaj., vol. 14, no. 2, pp. 168–177, 2020.
Sulistyowati, B. E. Ketherin, A. A. Arifiyanti, and A. Sodik, “Analisa Segmentasi Konsumen Menggunakan Algoritma K-Means Clustering,” Semin. Nas. Sains dan Teknol. Terap. VI 2018, no. March 2021, pp. 51–58, 2018.
Y. A. Nurainun, Tengku; Malva, “Rancangan Strategi Pemasaran Menggunakan Metode AHP dan Marketing Mix (Studi Kasus PT. XXX Pekanbaru),” Jur. Tek. Ind. Fak. Sains dan Teknol. Univ. Islam Negeri Sultan Syarif Kasim Riau, p. 6, 2016, [Online]. Available: https://journal.sttnas.ac.id/ReTII/article/view/447/373
Y. Servanda, “Media Promosi STMIK Balikpapan, 2018.
Thomas L. Saaty, “Decision Making with The Analytic Hierarchy Process,” J. Manuf. Technol. Manag., vol. 1, no. 1, pp. 83–98, 2008, doi: 10.1108/JMTM-03-2014-0020.
L. Moriansyah, “Pemasaran Melalui Media Sosial: Antecedents Dan Consequences,” J. Penelit. Komun. dan Opini Publik, vol. 19, no. 3, p. 124068, 2015.
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