How Important is e-WOM for an Agrotourism in Batu City? Second-order PLS-SEM Approach

Muhamad Zahran Nurirrozak, Silvana Maulidah, Novi Haryati, Riyanti Isaskar

Abstract


Objectives: The objective of this research is to compare the influence of each dimension (first-order e-WOM) with its second-order e-WOM. This research also examined how e-WOM can influence tourists' decision behavior and satisfaction in Batu City agrotourism. 

Methodology: This research was conducted using primary data in 2023. The population in this study consists of 119 respondents who have visited agrotourism in Batu City and obtained information about agrotourism from e-WOM on Social Networking Services. The data was processed using Warp-Partial Least Square (WarpPLS) 8.0.

Finding: E-WOM has proven itself as a valuable source of information for tourists visiting agrotourism in the city of Batu. With the help of e-WOM, tourists can obtain more up-to-date insights into the conditions of agrotourism. Agrotourism operators also benefit since they receive free marketing from their tourists.

Conclusion: Overall, this research results indicate a contrasting comparison between the first-order e-WOM model and the second-order e-WOM. Only two dimensions of e-WOM, namely the valence of opinion and content, have a direct influence on visitation decisions and tourist satisfaction. Additionally, this study demonstrates that all three dimensions of e-WOM collectively have a significant impact on tourist behavior. Second-order e-WOM has a more substantial impact on tourists in influencing their decisions and satisfaction levels.


Keywords


E-WOM; Tourist Behavior; Agrotourism; Social Networking Services.l

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References


Akbari, M., Foroudi, P., Zaman Fashami, R., Mahavarpour, N., & Khodayari, M. (2022). Let us talk about something: The evolution of e-WOM from the past to the future. Journal of Business Research, 1(9), 663–689. https://doi.org/https://doi.org/10.1016/j.jbusres.2022.05.061

Akdim, K. (2021). The influence of eWOM. Analyzing its characteristics and consequences, and future research lines. Spanish Journal of Marketing - ESIC, 25(2), 239–259. https://doi.org/10.1108/SJME-10-2020-0186

Amin, A. (2023). A Study on Impact of eWOM (electronic word of mouth) on Consumers’ Buying Decision. International Journal of Advanced Research in Commerce, Management & Social Science (IJARCMSS), 2, 29–40.

Aprilia, F., & Kusumawati, A. (2021). Influence of Electronic Word of Mouth on Visitor’s Interest to Tourism Destinations. Journal of Asian Finance, Economics and Business, 8(2), 993–1003. https://doi.org/10.13106/jafeb.2021.vol8.no2.0993

Arabacıoğlu, D., & Dedeoglu, B. B. (2023). The Moderating Role of Information Quality in the Relationship Between guides’ Communication Skills and Tour Satisfaction. Journal of Quality Assurance in Hospitality & Tourism, 1–20. https://doi.org/10.1080/1528008X.2023.2264510

Aram, M., & Darioosh, S. (2013). The role of Tourism Industry in Infrastructure Development, Creation of Employment and Income-Earning Opportunities, as well as Poverty Reduction.

Astini, Rina, Ishrat, Kehkashan, Ramli, Yanto, Tafiprios, Chong Kwong, Wing, and Ooi Chee, Keong. Nexus among Crypto Trading, Environmental Degradation, Economic Growth and Energy Usage: Analysis of Top 10 Cryptofriendly Asian Economies. International Journal of Energy Economics and Policy. Volume 13, Issue 5. pp. 339-347. DOI: https://doi.org/10.32479/ijeep.14545

Astini, Rina, Salim, Ansa Savad, Deitiana, Tita, and Ramli, Yanto. (2023). Fintech Growth in Asia: A Shift Towards a Net-Zero Carbon Economy. Przestrzeń Spoleczna (Social Space). Volume 23, No. 3. pp.123-148

Badan Pusat Statistik, K. B. (2023). Jumlah Pengunjung Objek Wisata di Kota Batu.

Bang Nguyen Viet, H. P. D., & Nguyen, H. H. (2020). Revisit intention and satisfaction: The role of destination image, perceived risk, and cultural contact. Cogent Business & Management, 7(1), 1796249.

https://doi.org/10.1080/23311975.2020.1796249

Bock, K. (2015). The changing nature of city tourism and its possible implications for the future of cities. European Journal of Futures Research, 3(1), 20. https://doi.org/10.1007/s40309-015-0078-5

Camilleri, M. A., & Kozak, M. (2022). Interactive engagement through travel and tourism social media groups: A social facilitation theory perspective. Technology in Society, 7(1), 102098.

https://doi.org/https://doi.org/10.1016/j.techsoc.2022.1020

Coşar, Y., & Kozak, M. (2014). Slow Tourism (Cittaslow) Influence over Visitors’ Behavior. https://api.semanticscholar.org/CorpusID:133338220

Erkan, I., & Evans, C. (2016). The influence of eWOM in social media on consumers’ purchase intentions: An extended approach to information adoption. Computers in Human Behavior, 61.

Florido-Benítez, L. (2022). The impact of tourism promotion in tourist destinations: a bibliometric study. International Journal of Tourism Cities, 8(4), 844–882. https://doi.org/10.1108/IJTC-09-2021-0191

Goldsmith, R. E., & Horowitz, D. (2006). Measuring Motivations for Online Opinion Seeking. Journal of Interactive Advertising, 6(2), 2–14. https://doi.org/10.1080/15252019.2006.10722114

Gosal, J., Andajani, E., & Rahayu, S. (2020). The Effect of e-WOM on Travel Intention, Travel Decision, City Image, and Attitude to Visit a Tourism City BT. Proceedings of the 17 th International Symposium on Management (INSYMA 2020). 261–265. https://doi.org/10.2991/aebmr.k.200127.053

Goyal, C., & Taneja, U. (2023). Electronic word of mouth for the choice of wellness tourism destination image and the moderating role of COVID-19 pandemic. Journal of Tourism Futures. https://doi.org/10.1108/JTF-08-2022-0207

Grilli, G., Tyllianakis, E., Luisetti, T., Ferrini, S., & Turner, R. K. (2021). Prospective tourist preferences for sustainable tourism development in Small Island Developing States. Tourism Management, 8(2).

https://doi.org/https://doi.org/10.1016/j.tourman.2020.104

Hair, J. J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Partial least squares structural equation modeling (PLS-SEM) using R: A workbook. Springer

Nature. https://doi.org/10.1007/978-3-030-80519-7

Hamdan, H., Imaningsih, E. S., Indrajaya, S., Raharja, I., & Yuliantini, T. (2023). The Role of Decisions in Intervening Website Quality, e-Promotion, and e-Trust towards e-Repurchase Intention on e-Commerce. Mix: Jurnal Ilmiah Manajemen, 13(2).

https://doi.org/10.22441/jurnal_mix.2023.v13i2.007

Harahap, A. R. (2017). Pemanfaatan Teknologi Informasi Dan Komunikasi Dalam Pemenuhan Informasi Bagi Rumah Tangga Usaha Pertanian Di Kecamatan Halongonan Kabupaten Padang Lawas Utara. Jurnal Penelitian Komunikasi Dan Pembangunan, 17(2), 77. https://doi.org/10.31346/jpkp.v17i2.876

Hartono, Sri, Ramli, Yanto, Astini, Rina, Widayati, Catur, and Ali, Anees Janee. (2024). The Clinical Information System That Effects The Patients' Satisfaction Of The Healthcare Services. Jurnal Manajemen. Volume 28, No. 1. pp. 1-22. DOI: https://doi.org/10.24912/jm.v28i1.1463

Haryati, N., Putri, R., Qotrunnada, N., Syah, Y., Ramadhani, M., & Nugroho, B. (2021). WOM as The Mediator of Marketing Mix to Customer Satisfaction in Covid-19 Pandemic. International Research Journal of Business Studies, 14, 147–157. https://doi.org/10.21632/irjbs.14.2.147-157

Imaningsih, Erna Sofriana, Ramli, Yanto, Widayati, Catur, Hamdan, and Yusliza, Mohd Yusoff. (2023). The Influence of Egoistic Values, Biospheric Values, and Altruistic Values on Green Attitudes for Re-intention to Use Eco-Bag: Studies on Millennial Consumers. Przestrzeń Spoleczna (Social Space). Volume 23, No. 3. pp.123-148. pp. 357-376

Ismagilova, E., Slade, E. L., Rana, N. P., & Dwivedi, Y. K. (2020). The Effect of Electronic Word of Mouth Communications on Intention to Buy: A Meta-Analysis.

Information Systems Frontiers, 22(5), 1203–1226. https://doi.org/10.1007/s10796-019-09924-y

Jannit, J., & Aeka, A. (2016). An Important Factors Influencing The Decision Of International Tourists To Travel In Thailand. https://api.semanticscholar.org/CorpusID:49570715

Jiang, G., Liu, F., Liu, W., Liu, S., Chen, Y., & Xu, D. (2021). Effects of information quality on information adoption on social media review platforms: moderating role of perceived risk. Data Science and Management, 1(1), 13–22. https://doi.org/https://doi.org/10.1016/j.dsm.2021.02.004

Lee, Y.-C. (2014). Impacts of decision-making biases on eWOM retrust and risk-reducing strategies. Computers in Human Behavior, 40, 101–110. https://doi.org/https://doi.org/10.1016/j.chb.2014.08.002

Leong, C.-M., Loi, A. M.-W., & Woon, S. (2022). The influence of social media eWOM information on purchase intention. In Journal of Marketing Analytics, 10(2), 145–157. https://doi.org/10.1057/s41270-021-00132-9

Libre, A., Manalo, A., & Laksito, G. S. (2022). Factors Influencing Philippines Tourist’ Revisit Intention: The Role and Effect of Destination Image, Tourist Experience, Perceived Value, and Tourist Satisfaction. International

Journal of Quantitative Research and Modeling. https://api.semanticscholar.org/CorpusID:248040942

Maulidah, S., & Muhaimin, A. (2021). Sustainable Business Models: Challenges on potato agro-industry SMEs. IOP Conference Series: Earth and Environmental Science, 709, 12082. https://doi.org/10.1088/1755-1315/709/1/012082

Mohamad, M., Ghani, N. I. A., & Nasir, M. N. M. (2019). The Impact Of Perceived Value, Destination Service Quality, And Tourist Satisfaction On Destination Loyalty Among International Tourists Visiting Malaysia. Journal of Tourism, Hospitality and Environment Management. https://api.semanticscholar.org/CorpusID:202890075

Nurjannah, N., Erwina, E., Basalamah, J., & Syahnur, M. H. (2022). The Impact of E-CRM and Customer Experience on E-Commerce Consumer Loyalty Through Satisfaction in Indonesia. Mix: Jurnal Ilmiah Manajemen, 12(1), 56. https://doi.org/10.22441/jurnal_mix.2022.v12i1.005

Pasaribu, K. V, & Yuliawati, Y. (2019). Pengaruh Dimensi Electronic Word Of Mouth Terhadap Keputusan Berkunjung dan Kepuasan Konsumen. JMD : Jurnal Riset Manajemen & Bisnis Dewantara, 2(2), 99–112. https://doi.org/10.26533/jmd.v2i2.439

Pauli, G., Martin, S., & Greiling, D. (2023). The current state of research of word-of-mouth in the health care sector. International Review on Public and Nonprofit Marketing, 20(1), 125–148. https://doi.org/10.1007/s12208-022-00334-6

Quynh, N., Hoai, N. T., & Loi, N. Van. (2021). The role of emotional experience and destination image on ecotourism satisfaction. Spanish Journal of Marketing - ESIC, 25(2), 312–332. https://doi.org/10.1108/SJME-04-2020-0055

Rahayu, S., Kenamon, M., Nazipawati, N., Yulitiawati, Y., & Dona, E. M. (2023). Designing the Revisit Intention of the Tourism Model on Visiting the Borobudur Temple. MIX: Jurnal Ilmiah Manajemen, 13(2). https://doi.org/10.22441/jurnal_mix.2023.v13i2.006

Ramli, Yanto, Imaningsih, Erna Sofriana, Rajak, Adnan and Ali, Anees Janee. (2022). Environmental Sustainability: To Enhance Organizational Awareness towards Green Environmental Concern. International Journal of Energy Economics and Policy. Volume 12, 4. pp.307-316. DOI: https://doi.org/10.32479/ijeep.13275

Ramli, Yanto, Kurniawan, Deden, Imaningsih, Erna Sofriana, Yuliantini, Tine, and Anah, Sri. (2022). Imposing Green Management to Enhance the Organizational Awareness against the Environmental Sustainability. International Journal of Energy Economics and Policy. Volume 13, Issue 1. pp. 518-528. DOI: https://doi.org/10.32479/ijeep.14001

Ramli, Yanto and Kartini, Dwi. (2022). Manajemen Strategik dan Bisnis. Bumi Aksara. Jakarta. Indonesia

Seedat, S., Scott, K. M., Angermeyer, M. C., Berglund, P., Bromet, E. J., Brugha, T. S., Demyttenaere, K., de Girolamo, G., Haro, J. M., Jin, R., Karam, E. G., Kovess-Masfety, V., Levinson, D., Medina Mora, M. E., Ono, Y., Ormel, J., Pennell, B.-E., Posada-Villa, J., Sampson, N. A., … Kessler, R. C. (2009). Cross-national associations between gender and mental disorders in the World Health Organization World Mental Health Surveys. Archives of General Psychiatry, 66(7), 785–795.

https://doi.org/10.1001/archgenpsychiatry.2009.36

Shiratina, Aldina, Ramli, Yanto and Hanifah, Haniruzila. (2022). SME Innovation and Social-Media on Intention to Visit Ternate City with Destination Image as the Moderating Variable. Jurnal Bisnis dan Manajemen. Volume 23, No. 1. pp. 66-78. DOI:https://doi.org/10.24198/jbm.v23i1.733

Shiratina, Aldina, Ramli, Yanto, Imaningsih, Erna Sofriana, Rajak, Adnan and Ali, Anees Janee. (2023). The Role of Entrepreneurial Marketing and Relationship Marketing that Strengthen the Women Entrepreneurs' Business Performance. Indonesian Journal of Business and Entrepreneurship. Volume 9 No. 2. pp. 177-185. DOI: 10.17358/IJBE.9.2.177

Silaban, P. H., Chen, W.-K., Sormin, S., B. P. Panjaitan, Y. N., & Silalahi, A. D. K. (2023). How does electronic word of mouth on Instagram affect travel behaviour in Indonesia: A perspective of the information adoption model. Cogent Social Sciences, 9(1), 2163525. https://doi.org/10.1080/23311886.2022.2163525

Soelton, M., Rohman, F., Asih, D., Saratian, E. T. P., & Wiguna, S. B. (2020). Green marketing that effect the buying intention healthcare products. European Journal of Business and Management, 12(15).

Solimun, Fernandes, A. A. R., & Nurjannah. (2017). Metode Statistika Multivariat Pemodelan Persamaan Struktural (SEM) Pendekatan WarpPLS. UB Press.

Sriwidadi, T., & Prabowo, H. (2022). The Effect of Service Quality on Customer Loyalty Through Perceived Value and Customer Satisfaction of Jakarta Mobile Banking Application. MIX: Jurnal Ilmiah Manajemen, 13(3). https://doi.org/http://dx.doi.org/10.22441/jurnal_mix.2023.v13i3.004

Suanrueang, P., Peltzer, K., Suen, M.-W., Lin, H.-F., & Er, T.-K. (2022). Trends and Gender Differences in Mental Disorders in Hospitalized Patients in Thailand. Inquiry : A Journal of Medical Care Organization, Provision and Financing, 59, 469580221092827. https://doi.org/10.1177/00469580221092827

Sugiyono, S., & Lestari, P. (2021). Metode penelitian komunikasi (Kuantitatif, kualitatif, dan cara mudah menulis artikel pada jurnal internasional). Alvabeta Bandung, CV.

Supryadi, D. I., Handika, T., Asih, D., Sutanto, H., Patiro, S. P. S., & Morales, D. H. (2023). Strategy for Revisit Intention

Saba Baduy Culture. MIX: Jurnal Ilmiah Manajemen, 13(3). https://doi.org/http://dx.doi.org/10.22441/jurnal_mix.2023.v13i3.009

Tjiptono, F. (2019). Pemasaran jasa: prinsip, penerapan, dan penelitian (A. Diana (ed.)). Yogyakarta : ANDI.

Wang, D., Yu, C., & Wei, Y. (2012). Social influence and user-generated content: Evidence from an online social network. Journal of Management Information Systems, 29(1).

Wasito, W., & Baihaqi, M. I. (2023). Quality of Educational Services and Experiential Marketing on Student Satisfaction and Its Implications on Student Trust Evidence. MIX: Jurnal Ilmiah Manajemen, 13(3). https://doi.org/10.22441/jurnal_mix.2023.v13i3.015

Wibowo, S., Putra, A. M., Yustin, B. A., Dewi, L. P., & Pratama, M. A. A. (2020). The Role of Social Media for Tourist Visit Decision on Kakilangit Market Bantul, Yogyakarta. https://api.semanticscholar.org/CorpusID:225594926

Yadav, N., Verma, S., & Chikhalkar, R. (2023). Online reviews towards reducing risk. Journal of Tourism Futures. https://doi.org/10.1108/JTF-01-2022-0016

Yerizal, Y., & Abror, A. (2019). The Influence of E-Wom and Image Destination on Revisit Decision Moderated by Trust: A Literature Review. Advances in Economics, Business and Management Research, 6(4), 725–732. https://doi.org/10.2991/piceeba2-18.2019.58

Zhao, J., Yang, D., Zhao, X., & Lei, M. (2023). Tourism industry and employment generation in emerging seven economies: evidence from novel panel methods. Economic Research-Ekonomska Istraživanja, 36(3), 2206471. https://doi.org/10.1080/1331677X.2023.2206471




DOI: http://dx.doi.org/10.22441/jurnal_mix.2024.v14i1.008

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