Vol. 12 No. 5 (2026): In Progress
Open Access
Peer Reviewed

Building Farmer Loyalty Through Marketing Mix and Brand Image of Tomato Seeds: The Mediating Role of Satisfaction Using PLS-SEM Approach

Authors

Muhammad Khoirudin , Mimin Aminah , Irni Rahmayani Johan

DOI:

10.29303/jppipa.v12i5.15346

Published:

2026-05-25

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Abstract

Seed manufacturers face market share erosion due to fragmented execution. While prior studies partially evaluate inputs, integrated 7Ps and brand image frameworks remain scarce. This study evaluates structural relationships and satisfaction’s mediating role in the hybrid vegetable seed sector. Data were gathered from 171 tomato smallholders across 14 sub-districts in Cianjur Regency via a purposive sampling technique and analyzed using PLS-SEM. The model revealed that farmer satisfaction was strongly explained (R2 = 0.599), where brand image had the most dominant direct effect (β= 0.60, p < 0.00), followed by the marketing mix (β= 0.330, p< 0.00). Conversely, loyalty registered low variance (R2 = 0.15). Bootstrapping confirmed that satisfaction directly drove loyalty (β= 0.24, p=0.00). The core novelty lies in integrating high-dimensional 7Ps with an empirical screening filter for multi-brand retention. Mechanistically, satisfaction fully mediates the marketing mix (βindirect= 0.08, p= 0.01) and partially mediates brand image (βindirect)=0.15, p=0.00). Managerially, firms must shift from mass-branding to localized high-touch agronomic support to secure loyalty.

 

Keywords:

Brand image Farmer loyalty Partial least squares Satisfaction

References

Akhtar, S., Abbas, A., Kassem, H. S., Bagadeem, S., Ullah, R., & Alotaibi, B. A. (2021). Sustainable crop production, the concurrent adoption of contract farming, and managing risks through income diversification. Agronomy, 11(5), 973. https://doi.org/10.1108/OMJ-08-2024-2291

Argade, A., Laha, A. K., & Jaiswal, A. K. (2021). Connecting smallholders’ marketplace decisions to agricultural market reform policy in India – An empirical exploration. Journal of Macromarketing, 41(3), 1–13. https://doi.org/10.1177/0276146721997885

Bahtiar, K., Fajarfika, R., & Nafi’ah, H. H. (2024). Implementation of hybrid tomatoes as an effort to increase tomato harvest production. Abdimas: Jurnal Pengabdian Masyarakat Universitas Merdeka Malang, 9(3), 483–490. https://doi.org/10.26905/abdimas.v9i3.13650

Boateng, D. A., & Bannor, R. K. (2026). Agrochemicals brands preferences and repurchasing decisions for sustainable input marketing to support cocoa production in Ghana. Cleaner and Responsible Consumption, 21, 100412. https://doi.org/10.1016/j.clrc.2026.100412

BPS, B. P. S. P. J. (2024). Luas panen tanaman sayuran dan buah-buahan semusim menurut kabupaten/kota di Provinsi Jawa Barat. BPS Provinsi Jawa Barat. Retrieved from https://shorturl.asia/Xxa7E

Creswell, J. W., & Creswell, J. D. (2018). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches (5th ed.). SAGE Publications, Inc.

Febrianti, T., Rahmawati, F., Mukhlis, M., & Suryana, D. (2024). Socio-Economic Factors Influencing the Adoption of Integrated Crop Management Technology in Rice For Sustainable Agribusiness Development. Jurnal Penelitian Pendidikan IPA, 10(8), 5984–5991. https://doi.org/10.29303/jppipa.v10i8.8123

Feeney, R., Harmath, P., Ramoni-Perazzi, J., & Mac Clay, P. (2022). Relationship between brand and dealer loyalty in the agricultural market. International Food and Agribusiness Management Review, 25(2), 347–360. https://doi.org/10.22434/IFAMR2021.0088

Gao, C., Li, G., Du, Y., & Wanyan, Y. (2023). Face or relational benefits? Research on the influencing mechanism on repurchase intention for agricultural inputs. Sustainability, 15(20), 15137. https://doi.org/10.3390/su152015137

Hien, L. T. D., & Kim, J. (2024). An Analysis of Relationship Quality and Loyalty Between Farmers and Agribusiness Companies in the Rice Industry: Using Multi-Group Analysis. Agriculture, 14(12), 2197. https://doi.org/10.3390/agriculture14122197

Hijami, M. F., Perwitasari, H., & Suryantini, A. (2024). The influence of brand image and brand trust on customer satisfaction of fertilizer on farmers in Bantul Regency. Agrisocionomics, 8(2), 528–540. https://doi.org/10.14710/agrisocionomics.v8i2.20539

Humaidi, F., Soedarto, T., Mubarokah, & Yuliati, N. (2025). The Role of Agricultural Counselors’ Performance in Shaping Rice Farmers’ Satisfaction and Behavior: A Regional Study in East Java, Indonesia. Jurnal Penelitian Pendidikan IPA, 11(12), 1270–1280. https://doi.org/10.29303/jppipa.v11i12.13358

Hussain, K. A., Rani, S. U., Murthy, B. R., & Devi, I. B. (2021). Farmers’ brand loyalty towards chilli seed in Guntur district of Andhra Pradesh. Journal of Asian Agriculture, 1(4), 47–54. Retrieved from https://www.researchgate.net/publication/351513872_Farmers_’_Brand_Loyalty_towards_Chilli_Seed_in_Guntur_district_of_Andhra_Pradesh

Ibrahim, E., & Harrison, T. (2019). The impact of internal, external and competitor factors on marketing strategy performance. Journal of Strategic Marketing, 27(1), 1–22. https://doi.org/10.1080/0965254X.2019.1609571

Kassem, H. S., Alotaibi, B. A., Muddassir, M., & Herab, A. (2021). Factors influencing farmers’ satisfaction with the quality of agricultural extension services. Evaluation and Program Planning, 85, 101912. https://doi.org/10.1016/j.evalprogplan.2021.101912

Mahardhika, B. E. P., Jaya, I. K. D., Sudirman, W., W., I. G. P. W., & Santoso, B. B. (2024). Growth and Yield of Two Tomato Plant Varieties in Dryland Areas with Agronomic Modification Treatments. Jurnal Penelitian Pendidikan IPA, 10(12), 9836–9842. https://doi.org/10.29303/jppipa.v10i12.9836

Maredia, M. K., Shupp, R., Opoku, E., Mishili, F., Reyes, B., Kusolwa, P., Kusi, F., & Kudra, A. (2019). Farmer perception and valuation of seed quality: Evidence from bean and cowpea seed auctions in Tanzania and Ghana. Agricultural Economics, 50(4), 495–507. https://doi.org/10.1111/agec.12505

Melania, F. A. (2023). Pengaruh Brand Awareness, Brand Image, Dan Perceived Quality Terhadap Customer Loyalty Melalui Kepuasan Pelanggan [Universitas Telkom, S1 Administrasi Bisnis]. Retrieved from https://shorturl.asia/V7Gom

Michelson, H., Gourlay, S., Lybbert, T., & Wollburg, P. (2023). Review: Purchased agricultural input quality and small farms. Food Policy, 116, 102424. https://doi.org/10.1016/j.foodpol.2023.102424

Mittal, V., Han, K., Frennea, C., Blut, M., Shaik, M., Bosukonda, N., & Sridhar, S. (2023). Customer satisfaction, loyalty behaviors, and firm financial performance: what 40 years of research tells us. Marketing Letters, 34(2), 171–187. https://doi.org/10.1007/s11002-023-09671-w

Murning, M., W., A., & Maulidah, S. (2024). Application of Word of Mouth (WOM), Information Quality, and Brand Trust in Increasing Customer Loyalty of Rice Seeds of Inpari 32 Variety. Jurnal Penelitian Pendidikan IPA, 10(Special Issue), 174–182. https://doi.org/10.29303/jppipa.v10iSpecialIssue.7543

Pratiwi, L. A. S., Setiawan, B., & Riana, F. D. (2025). Influence of Green Marketing and Customer Value on Purchase Decision and Customer Loyalty for Healthy Food Products Innovation. Jurnal Penelitian Pendidikan IPA, 11(9), 1131–1142. https://doi.org/10.29303/jppipa.v11i9.11315

PT. BISI, I. T. (2024). Corporate profile and downstream distribution network dynamics. Retrieved from https://bisi.co.id/wp-content/uploads/2025/04/Annual-Report-BISI-2024.pdf

Rehman, A. U., & Elahi, Y. A. (2024). How semiotic product packaging, brand image, perceived brand quality influence brand loyalty and purchase intention: a stimulus-organism-perspective. Asia Pacific Journal of Marketing and Logistics, 36(11), 3043–3060. https://doi.org/10.1108/APJML-12-2023-1237

Riwu Kaho, U. J., Naisanu, J., & Raga, H. A. (2025). Tomato Plant Production (Lycopersicum esculentum, Mill) Due to Main Branch Pruning and GDM Liquid Organic Fertilizer (POC) Concentration. Jurnal Penelitian Pendidikan IPA, 11(8), 12436–12444. https://doi.org/10.29303/jppipa.v11i8.12436

Rustam, S., Darma, R., Jamil, M. H., Tenriawaru, A. N., Fudjaja, L., Akzar, R., Nawi, N. M., & Ali, H. N. B. (2025). Analyzing Marketing Mix Strategies and Personal Factors Influencing BISI Hybrid Maize Seed Purchases: Insights from Agricultural Development in Soppeng District, Indonesia. Sustainability, 17(7), 2800. https://doi.org/10.3390/su17072800

Rutsaert, P., Donovan, J., Murphy, M., & Hoffmann, V. (2024). Farmer decision making for hybrid maize seed purchases: Effects of brand loyalty, price discounts and product information. Agricultural Systems, 218, 104002. https://doi.org/10.1016/j.agsy.2024.104002

Sabol, M. A., Winton, B. G., & Legate, A. E. (2025). Criteria for selecting and reporting mediation effects sizes. Organization Management Journal. Advance Online Publication. https://doi.org/10.1108/OMJ-08-2024-2291/1318480

Sari, A. P., & Harito, C. (2025). Analysis of Customer Loyalty and Satisfaction Using Structural Equation Modeling (SEM. Approach. Jurnal Penelitian Pendidikan IPA, 11(5), 985–993. https://doi.org/10.29303/jppipa.v11i5.10520

Setiawati, N. R., Muhaimin, A. W., & Wahyuningtyas, A. S. H. (2025). Application of The Marketing Mix Model in Consumer Behavior Analysis and Its Educational Implications: Case Study of Specialty Organic Coffee at Waroeng Kopi Kayumas. Jurnal Penelitian Pendidikan IPA, 11(4), 1179–1189. https://doi.org/10.29303/jppipa.v11i4.10063

Siddiqui, M., Chakraborty, D., & Siddiqui, A. (2023). Consumers buying behaviour towards agri-food products: A mixed-method approach. Journal of Retailing and Consumer Services, 73, 103349. https://doi.org/10.1016/j.jretconser.2023.103349

Sihaloho, A. N., Sitinjak, W., Purba, R., Sinaga, R., & Meriaty, M. (2023). The Adaptation of Some Varieties of Rice (Oryza sativa L.) with a Liquid Bioorganic Fertilizer (Pomi) in the Acid Soil. Jurnal Penelitian Pendidikan IPA, 9(5), 2590–2594. https://doi.org/10.29303/jppipa.v9i5.3210

Sinuraya, J., Motlan, M., S., & S, A. H. (2024). Implementation of Inquiry Learning Based on Creativity and Science Process Skills. Jurnal Penelitian Pendidikan IPA, 10(7), 3650–3655. https://doi.org/10.29303/jppipa.v10i7.8008

Suhendra, F. S., Muhaimin, A. W., & Riana, F. D. (2025). The Role of Social Media Marketing and Store Image in Educating Consumers and Shaping Purchase Decisions of Fresh Vegetables in Malang. Jurnal Penelitian Pendidikan IPA, 11(9), 11505–11514. https://doi.org/10.29303/jppipa.v11i9.11505

Suparno, & Wulandari, M. (2023). The Effect of Fertilizer Concentration on the Growth of Land Kale (Ipomoea reptans Poir). Jurnal Penelitian Pendidikan IPA, 9(7), 5296–5303. https://doi.org/10.29303/jppipa.v9i7.2835

Syahlani, S. P., Haryadi, F. T., Setyawan, A. A., Mayasari, I., Dewid, N. M. A. K., & Qui, N. H. (2022). Key Driver of Repurchase Intention in the Poultry Farming Input Market in Indonesia. Tropical Animal Science Journal, 45(4), 490–498. https://doi.org/10.5398/tasj.2022.45.4.490

Tahir, A. H., Adnan, M., & Saeed, Z. (2024). The impact of brand image on customer satisfaction and brand loyalty: A systematic literature review. Heliyon, 10(16), 36254. https://doi.org/10.1016/j.heliyon.2024.e36254

Wibowo, F. A., Isaskar, R., & others. (2025). The Effect of Implementing Good Agriculture Practices and Climate Change Adaptation Strategies on Shallot Production in an Effort to Improve Farmer Welfare. Jurnal Penelitian Pendidikan IPA, 11(2), 483–492. https://doi.org/10.29303/jppipa.v11i2.7654

Wisnujati, N. S., Rahindra, H. A., Sangadji, S. S., & Paiman. (2025). Understanding the Key Determinants of Farmer Loyalty in Sugarcane Farming: Insights from Indonesia. Agro Bali : Agricultural Journal, 8(3), 898–913. https://doi.org/10.37637/ab.v8i3.2060

Wossen, T., Abay, K. A., & Abdoulaye, T. (2022). Misperceiving and misreporting input quality: Implications for input use and productivity. Journal of Development Economics, 157, 102869. https://doi.org/10.1016/j.jdeveco.2022.102869

Yana, D., & Rahima, A. (2023). Response of Tomato Varieties and Organic Mulch on Growth and Products of Tomato (Lycopersicum esculentum Mill. Jurnal Penelitian Pendidikan IPA, 9(9), 7510–7515. https://doi.org/10.29303/jppipa.v9i9.5010

Yeasmin, S., Haque, S., Adnan, K. M. M., Parvin, M. T., Rahman, M. S., Rahman, K. M., Salman, M., & Hossain, M. E. (2024). Factors influencing demand for, and supply of, agricultural credit: A study from Bangladesh. Journal of Agriculture and Food Research, 16. https://doi.org/10.1016/j.jafr.2024.101173

Author Biographies

Muhammad Khoirudin, IPB University

Author Origin : Indonesia

Mimin Aminah, Iinstitut Pertanian Bogor

Author Origin : Indonesia

Irni Rahmayani Johan , Institut Pertanian Bogor

Author Origin : Indonesia

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How to Cite

Khoirudin, M., Aminah, M., & Johan , I. R. (2026). Building Farmer Loyalty Through Marketing Mix and Brand Image of Tomato Seeds: The Mediating Role of Satisfaction Using PLS-SEM Approach. Jurnal Penelitian Pendidikan IPA, 12(5), 591–601. https://doi.org/10.29303/jppipa.v12i5.15346