Araştırma Makalesi
BibTex RIS Kaynak Göster

Determinants of online marketing channel choice among small and micro community enterprises in Thailand

Yıl 2025, Cilt: 31 Sayı: 2, 405 - 418, 19.12.2025
https://doi.org/10.24181/tarekoder.1695218

Öz

Purpose: This study aimed to analyze the factors affecting the decision of small and micro community enterprises (SMCEs) in Sakon Nakhon Province, Thailand, to engage in online product marketing.
Design/Methodology/Approach: A structured questionnaire was distributed to 360 SMCEs across 18 districts in 2024 to collect empirical data. The survey data were analyzed via 12 variables (gender, age, education, experience, marketing training, attitude, group size, product variety, product type, marketing budget, distance, and technology equipment) using descriptive statistics and binary logistic regression.
Findings: Approximately 66% of the SMCEs marketed their products using online and offline channels, with the majority selecting social media platforms (Facebook and Line) as key channels and the minority using e-marketplaces (Shopee and Lazada). Group management experience, group leader attitude, product variety, product type, marketing budget, and distance from the shipping company proved to be the statistical factors influencing the decision to sell products online.
Originality/Value: This study informs the development of targeted online marketing strategies that cater to diverse target groups’ product attributes and resources. Furthermore, the elicited outcomes can assist in formulating policies or establishing training that strengthens farmer groups’ potential to enhance their competitiveness in the agricultural market. Small-scale entrepreneurs can enhance their competitiveness in online markets with the strategic decision-making information derived from this study.

Etik Beyan

The Ethical Committee of the Sakon Nakhon Rajabhat University, Thailand, granted approval for this study on 27 February 2024 (Ref. No. HE 67-002).

Destekleyen Kurum

Sakon Nakhon Rajabhat University

Kaynakça

  • Abdul-Rahaman, A. and Abdulai, A. (2020), "Farmer Groups, Collective Marketing and Smallholder Farm Performance in Rural Ghana", Journal of Agribusiness in Developing and Emerging Economies, Vol.10 No.5, pp.511–527.
  • Agricultural Land Reform Office. (2023). A Survey Was Conducted on The Economic Situation and Quality of Life of Farmers in The Land Reform Area During The 2021/2022 Crop Year. Bangkok: Ministry of Agriculture and Cooperatives.
  • Akudugu, M. A., Nkegbe, P. K., Wongnaa, C. A. and Millar, K. K. (2023), "Technology Adoption Behaviors of Farmers During Crises: What Are The Key Factors to Consider?", Journal of Agriculture and Food Research, Vol.14, 100694.
  • Bureau of Agricultural Economic Research. (2023). Agricultural Economics Research Paper No. 129. Office of Agricultural Economics. Bangkok: Ministry of Agriculture and Cooperatives.
  • Chiv, R., Nie, F., Wu, S. and Tum, S. (2020), "Analysis of Factors Influencing Marketing Channel Choices by Smallholder Farmers: A Case Study of Paddy Product in Wet and Dry Season of Prey Veng Province, Cambodia", Journal of Sustainable Development, Vol.13 No.4, pp. 15–34.
  • Cholisoh, K. N. C. N. (2023), "He Role of Farmers Groups Towards Increasing The Productivity of Rice Business in Semarang City", Jurnal Pangan, Vol.32 No.1, pp. 9–20.
  • Community Enterprise Promotion Division. (2023), List of Community Enterprises/Community Enterprise Networks. Bangkok: Ministry of Agriculture and Cooperatives.
  • Cronbach, L. J. (1951), "Coefficient Alpha and The Internal Structure of Tests. Psychometrika", Vol.16 No.3, pp. 297–334.
  • Department of Agricultural Extension. (2024), Value of Agricultural Products and Products Sold on Online Platforms in 2023. Bangkok: Ministry of Agriculture and Cooperatives.
  • Dongsheng, L. I. and Yulian, Y. U. A. N. (2021), "Research on Farmers’ Adoption Intention to E-Commerce of Agricultural Products Based on UTAUT Model", Converter, Vol.7, pp. 947–957.
  • Electronic Transactions Development Agency. (2024), Thai E-Commerce 2023. Bangkok: Ministry of Digital Economy and Society.
  • Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019), Multivariate Data Analysis (8th ed.). England: Pearson Prentice.
  • He, C., Hao, H., Su, Y. and Yang, J. (2024), "A Study on Factors Influencing Farmers’ Adoption of E-Commerce for Agricultural Products: A Case Study of Wuchang City", Sustainability, Vol.16 No.21, pp.9496.
  • Huang, Y. (2022), "Differences in Online Sales of Agricultural Products from the Perspective of Farmers", Frontiers in Business, Economics and Management, Vol.5 No.3, pp.154-160.
  • Irwan, E. (2024), "The Role of Farming Group in Increasing the Participation of Farming Group Members in Natar District", Sch J Arts Humanit Soc Sci, Vol.5, pp.159-165.
  • Jitmun, T. and Kuwornu, J. K. (2019), "Factors Influencing The Choice of Marketing Channels: Evidence From Dairy Farmers in Thailand", International Journal of Value Chain Management, Vol.10 No.2, pp.123–140.
  • Kaiser, H. F. (1974), "An Index of Factorial Simplicity", Psychometrika, Vol.39 No.1, pp.31–36.
  • Kasmawati, K., Nurhapsa, N. and Nurhaeda, N. (2023), "Analysis of The Role of Farming Group in Increasing Corn Production", Agribusiness Journal, Vol.6 No.2, pp.46–53.
  • Kaur, R. and Thapar, S. (2019), "Relationship Between Socioeconomic Characteristics and Usability of Online and Mobile Media Among Farmers of Punjab", Asian Journal of Agricultural Extension, Economics & Sociology, Vol.36 No.4, pp.1–13.
  • Keller, K. L. (2001). Building customer-based brand equity: A blueprint for creating strong brands. Marketing Science Institute Working Paper Series, 01-107.
  • Lee, B., Liu, J. Y. and Chang, H. H. (2020), "The Choice of Marketing Channel and Farm Profitability: Empirical Evidence From Small Farmers", Agribusiness, Vol.36 No.3, pp.402–421.
  • Liu, K., Zhang, B., Chen, H. and Liu, B. (2021), "Research on Farmers’ Willingness to Participate in Rural E-Commerce Activities and Influencing Factors Based on A Multivariate Logistic Model", In 2021 2nd International Conference on E-Commerce and Internet Technology (ECIT), pp.206–212.
  • Lumentah, S. P., Pinontoan, B., Tenda, E. and Ketaren, E. (2024), "Development of E-marketplace for Marketing Agricultural Products (Case Study in Tumaratas Village)", Jurnal TIMES, Vol.13 No.1, pp.56–64.
  • Ma, W., Sonobe, T. and Gong, B. (2024), "Linking Farmers to Markets: Barriers, Solutions, and Policy Options", Economic Analysis and Policy, Vol.82, pp.1102–1112.
  • Nthiga.M.K, Ndirangu.N.S. and I. N. (2024), "Exploring Factors Influencing Market Engagement and Marketing Channel Selection among Smallholder Macadamia Farmers in Embu West Sub County, Kenya", Journal of Global Innovations in Agricultural Sciences, Vol.12 No.2, pp.333–339.
  • Nwafor, C. U. (2021), "Marketing Channel Preference among Smallholder Cocoyam Farmers in South Africa", Journal of Agribusiness and Rural Development, Vol.62 No.4, pp.407–414.
  • Office of the National Economic and Social Development Council. (2018), National Economic and Social Development Plan (No. 13). Bangkok: Office of the Prime Minister.
  • Praneeth, M., Meera, S. N. and Awasthi, H. K. (2023), "Perception of Farmers about E-Nam and Digital Marketing Applications", Gujarat Journal of Extension Education, Vol.36 No.2, pp.76–82.
  • Qiu, H., Zhang, X., Feng, M., Zhang, Z., Wang, J. and Wang, Z. (2024), "Exploring the Income-Increasing Benefits of Rural E-Commerce in China: Implications for the Sustainable Development of Farmers", Sustainability, Vol.16 No.17, pp1-22.
  • Rathwa, M. S., Christian, B. M. and Patel, D. N. (2024), "Relationship between Farmers’ Profile and Their Social Media Utilisation Behaviour", Gujarat Journal of Extension Education, Vol.37 No.1, pp.82–86.
  • Rovinelli, R. J. and Hambleton, R. K. (1977), "On the Use of Content Specialists in the Assessment of Criterion-Referenced Test Item Validity", Dutch Journal of Educational Research, Vol.2, pp.49–60.
  • Setiadi, A., Santoso, S. I., Nurfadillah, S., Prayoga, K. and Prasetyo, E. (2020), "Production and marketing system of kampong chicken in Batang Regency, Central Java, Indonesia" Caraka Tani: Journal of Sustainable Agriculture,Vol.35 No.2, pp.326–336.
  • Sakon Nakhon Provincial Office. (2023), Sakon Nakhon Provincial Development Plan 5 years (2023 - 2027). Bangkok: Ministry of Interior.
  • Song, Y., Han, J., Li, Z., IŞIK, C. and Long, R. (2024), "Crossing the Willingness-Behavior Gap: A Study of Factors Influencing The E-Commerce Selling Behavior of Cherry Farmers", Journal of Infrastructure, Policy and Development, Vol.8 No.9, pp.1–23.
  • Song, X. (2023), "The Role of Online Shopping in Supporting and Promoting Agricultural Development in Backward Areas of China", Advances in Economics, Management and Political Sciences, Vol.62, pp.227–236.
  • Sorkun, M. F. (2019), "The Impact of Product Variety on LSQ in E-Marketplaces", International Journal of Physical Distribution & Logistics Management, Vol.49 No.7, pp.749–766.
  • Streiner, D. (2003), "Starting at The Beginning: An Introduction to Coefficient Alpha and Internal Consistency", Journal of Personality Assessment, Vol.80, pp.99–103.
  • Su, L., Peng, Y., Kong, R. and Chen, Q. (2021), "Impact of E-Commerce Adoption on Farmers’ Participation in The Digital Financial Market: Evidence From Rural China", Journal of Theoretical and Applied Electronic Commerce Research, Vol.16 No.5, pp.1434–1457.
  • Thakur, P., Mehta, P., Devi, C., Sharma, P., Singh, K. K., Yadav, S., ... and Mishra, P. (2023), "Marketing Performance and Factors Influencing Farmers Choice for Agricultural Output Marketing Channels: The Case of Garden Pea (Pisum Sativum) in India", Frontiers in Sustainable Food Systems, Vol.7, pp.1–22.
  • Triatmojo, A., Muzayyanah, M. A. U., Syahlani, S. P. and Guntoro, B. (2024), "Demographic Targeting of Users in Mobile Applications for Livestock Digital Marketing Among Smallholder Cattle Farmers", Agrisocionomics: Jurnal Sosial Ekonomi Pertanian, Vol.8 No.2, pp.602–613.
  • Turner, R. C. and Carlson, L. (2003), "Indexes of Item-Objective Congruence for Multidimensional Items", International Journal of Testing, Vol.3 No.2, pp.163–171.
  • Vanichbuncha, K. (2012), Statistics for Research (6th ed.). Chulalongkorn University.
  • Vanichbuncha, K. (2017), Advanced Statistical Analysis With SPSS For Windows (12th ed.). Chulalongkorn University.
  • Vedasri, R. and Mishra, S. N. (2022), "Linking Farmer Producer Organizations with Other Markets – A Sustainable Change in Marketing of Farm Produce", International Journal of Environment and Climate Change, Vol.12 No.12, pp.1425–1437.
  • Wikimedia Commons. (2025), "Thailand Sakon Nakhon Locator Map", available at: https://commons.wikimedia.org/wiki/Main_Page (accessed 25 March 2025).
  • Yamane, T. (1973), Statistics: An Introductory Analysis (3rd ed.). Harper & Row.
  • Yamini, T., Venkatesan, P. and Jyothi, V. (2024), "Assessment of Farmers’Attitude Towards Social Networking for Information Dissemination in Agriculture", Guj. J.Ext.Edu, Vol.36 No.2, pp.115–120.
  • Yap, C. S., Keling, W., Ho, P. L. and Omar, Q. (2023), "Technology Readiness of Farmers in Sarawak: The Effect of Gender, Age, and Educational Level", Information Development, Vol.4 No.1, pp.337-47.
  • Yeo, M. L. and Keske, C. M. (2024), "From Profitability to Trust: Factors Shaping Digital Agriculture Adoption", Frontiers in Sustainable Food Systems, Vol.8, pp.1–15.
  • Zhang, M., Dong, J. and Zhang, Y. (2024), "The Impact of Rural E Commerce Development on Farmers’ Income: A Multi Dimensional Empirical Study", Research on World Agricultural Economy, Vol.5 No.4, pp.387–402.
  • Zhao, K., Hua, J., Yan, L., Zhang, Q., Xu, H. and Yang, C. (2019), "A Unified Framework for Marketing Budget Allocation", In Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp.1820–1830.
  • Zheng, C., Pang, Q., Li, T., Wang, G., Cai, Y. and Yang, L. (2019), "The Farmers’ Channel Selection and Sustainable Analysis under Carbon Tax Policy", Sustainability, Vol.11 No.10, pp.1-24.
  • Zhu, M., Shen, C., Tian, Y., Wu, J. and Mu, Y. (2022), "Factors Affecting Smallholder Farmers’ Marketing Channel Choice in China With Multivariate Logit Model", Agriculture, Vol.12 No.9, pp.1-11.

Tayland'daki küçük ve mikro topluluk işletmeleri arasında çevrimiçi pazarlama kanalı seçiminin belirleyicileri

Yıl 2025, Cilt: 31 Sayı: 2, 405 - 418, 19.12.2025
https://doi.org/10.24181/tarekoder.1695218

Öz

Amaç: Bu araştırmanın amacı, Tayland'ın Sakon Nakhon Eyaletindeki mikro, küçük ve orta ölçekli işletmelerin (KOBİ) ürünlerini çevrimiçi pazarlamaya yönelik kararlarını etkileyen belirleyicileri incelemektir.
Tasarım/Metodoloji /Yaklaşım: Veriler 2024 yılında 18 ilçede 360 KOBİ'ye yapılandırılmış bir anket uygulanarak toplanmıştır. Verileri analiz etmek için tanımlayıcı istatistikler ve ikili lojistik regresyon. Analizde toplam cinsiyet, yaş, eğitim, deneyim, pazarlama eğitimi, tutum, grup üyeleri, ürün çeşitliliği, ürün tipi, pazarlama bütçesi, mesafe ve teknoloji ekipmanı olarak 12 değişken kullanılmıştır.
Bulgular: SMCE'lerin %66'sının ürünlerini hem çevrimiçi hem de çevrimdışı kanallar aracılığıyla pazarladığını ortaya. Çoğunluk, birincil kanalları olarak Facebook ve Line gibi sosyal medya platformlarını tercih etti, ancak azınlık bir grup Shopee ve Lazada gibi e-pazar yerlerini. Ürünleri çevrimiçi satma kararını etkileyen istatistiksel faktörler, grup yönetimi deneyimi, grup liderinin tutumu, ürün çeşitliliği, ürün türü, pazarlama bütçesi ve nakliye şirketine olan uzaklık olarak ortaya konmuştur.
Özgünlük/Değer: Bu çalışma, her hedef grubun ürün özellikleri ve kaynaklarına uygun çevrimiçi pazarlama stratejileri geliştirmek için içgörüler sunar. Ayrıca, çiftçi gruplarının tarımsal ürün pazarlarındaki rekabet güçlerini artırma potansiyellerini güçlendirmek için politikalar belirlemek veya eğitimler düzenlemek için de kullanılabilir. Ayrıca, küçük ölçekli girişimcilere çevrimiçi pazarlardaki rekabet güçlerini artırmak için stratejik karar alma bilgileri sağlar.

Kaynakça

  • Abdul-Rahaman, A. and Abdulai, A. (2020), "Farmer Groups, Collective Marketing and Smallholder Farm Performance in Rural Ghana", Journal of Agribusiness in Developing and Emerging Economies, Vol.10 No.5, pp.511–527.
  • Agricultural Land Reform Office. (2023). A Survey Was Conducted on The Economic Situation and Quality of Life of Farmers in The Land Reform Area During The 2021/2022 Crop Year. Bangkok: Ministry of Agriculture and Cooperatives.
  • Akudugu, M. A., Nkegbe, P. K., Wongnaa, C. A. and Millar, K. K. (2023), "Technology Adoption Behaviors of Farmers During Crises: What Are The Key Factors to Consider?", Journal of Agriculture and Food Research, Vol.14, 100694.
  • Bureau of Agricultural Economic Research. (2023). Agricultural Economics Research Paper No. 129. Office of Agricultural Economics. Bangkok: Ministry of Agriculture and Cooperatives.
  • Chiv, R., Nie, F., Wu, S. and Tum, S. (2020), "Analysis of Factors Influencing Marketing Channel Choices by Smallholder Farmers: A Case Study of Paddy Product in Wet and Dry Season of Prey Veng Province, Cambodia", Journal of Sustainable Development, Vol.13 No.4, pp. 15–34.
  • Cholisoh, K. N. C. N. (2023), "He Role of Farmers Groups Towards Increasing The Productivity of Rice Business in Semarang City", Jurnal Pangan, Vol.32 No.1, pp. 9–20.
  • Community Enterprise Promotion Division. (2023), List of Community Enterprises/Community Enterprise Networks. Bangkok: Ministry of Agriculture and Cooperatives.
  • Cronbach, L. J. (1951), "Coefficient Alpha and The Internal Structure of Tests. Psychometrika", Vol.16 No.3, pp. 297–334.
  • Department of Agricultural Extension. (2024), Value of Agricultural Products and Products Sold on Online Platforms in 2023. Bangkok: Ministry of Agriculture and Cooperatives.
  • Dongsheng, L. I. and Yulian, Y. U. A. N. (2021), "Research on Farmers’ Adoption Intention to E-Commerce of Agricultural Products Based on UTAUT Model", Converter, Vol.7, pp. 947–957.
  • Electronic Transactions Development Agency. (2024), Thai E-Commerce 2023. Bangkok: Ministry of Digital Economy and Society.
  • Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019), Multivariate Data Analysis (8th ed.). England: Pearson Prentice.
  • He, C., Hao, H., Su, Y. and Yang, J. (2024), "A Study on Factors Influencing Farmers’ Adoption of E-Commerce for Agricultural Products: A Case Study of Wuchang City", Sustainability, Vol.16 No.21, pp.9496.
  • Huang, Y. (2022), "Differences in Online Sales of Agricultural Products from the Perspective of Farmers", Frontiers in Business, Economics and Management, Vol.5 No.3, pp.154-160.
  • Irwan, E. (2024), "The Role of Farming Group in Increasing the Participation of Farming Group Members in Natar District", Sch J Arts Humanit Soc Sci, Vol.5, pp.159-165.
  • Jitmun, T. and Kuwornu, J. K. (2019), "Factors Influencing The Choice of Marketing Channels: Evidence From Dairy Farmers in Thailand", International Journal of Value Chain Management, Vol.10 No.2, pp.123–140.
  • Kaiser, H. F. (1974), "An Index of Factorial Simplicity", Psychometrika, Vol.39 No.1, pp.31–36.
  • Kasmawati, K., Nurhapsa, N. and Nurhaeda, N. (2023), "Analysis of The Role of Farming Group in Increasing Corn Production", Agribusiness Journal, Vol.6 No.2, pp.46–53.
  • Kaur, R. and Thapar, S. (2019), "Relationship Between Socioeconomic Characteristics and Usability of Online and Mobile Media Among Farmers of Punjab", Asian Journal of Agricultural Extension, Economics & Sociology, Vol.36 No.4, pp.1–13.
  • Keller, K. L. (2001). Building customer-based brand equity: A blueprint for creating strong brands. Marketing Science Institute Working Paper Series, 01-107.
  • Lee, B., Liu, J. Y. and Chang, H. H. (2020), "The Choice of Marketing Channel and Farm Profitability: Empirical Evidence From Small Farmers", Agribusiness, Vol.36 No.3, pp.402–421.
  • Liu, K., Zhang, B., Chen, H. and Liu, B. (2021), "Research on Farmers’ Willingness to Participate in Rural E-Commerce Activities and Influencing Factors Based on A Multivariate Logistic Model", In 2021 2nd International Conference on E-Commerce and Internet Technology (ECIT), pp.206–212.
  • Lumentah, S. P., Pinontoan, B., Tenda, E. and Ketaren, E. (2024), "Development of E-marketplace for Marketing Agricultural Products (Case Study in Tumaratas Village)", Jurnal TIMES, Vol.13 No.1, pp.56–64.
  • Ma, W., Sonobe, T. and Gong, B. (2024), "Linking Farmers to Markets: Barriers, Solutions, and Policy Options", Economic Analysis and Policy, Vol.82, pp.1102–1112.
  • Nthiga.M.K, Ndirangu.N.S. and I. N. (2024), "Exploring Factors Influencing Market Engagement and Marketing Channel Selection among Smallholder Macadamia Farmers in Embu West Sub County, Kenya", Journal of Global Innovations in Agricultural Sciences, Vol.12 No.2, pp.333–339.
  • Nwafor, C. U. (2021), "Marketing Channel Preference among Smallholder Cocoyam Farmers in South Africa", Journal of Agribusiness and Rural Development, Vol.62 No.4, pp.407–414.
  • Office of the National Economic and Social Development Council. (2018), National Economic and Social Development Plan (No. 13). Bangkok: Office of the Prime Minister.
  • Praneeth, M., Meera, S. N. and Awasthi, H. K. (2023), "Perception of Farmers about E-Nam and Digital Marketing Applications", Gujarat Journal of Extension Education, Vol.36 No.2, pp.76–82.
  • Qiu, H., Zhang, X., Feng, M., Zhang, Z., Wang, J. and Wang, Z. (2024), "Exploring the Income-Increasing Benefits of Rural E-Commerce in China: Implications for the Sustainable Development of Farmers", Sustainability, Vol.16 No.17, pp1-22.
  • Rathwa, M. S., Christian, B. M. and Patel, D. N. (2024), "Relationship between Farmers’ Profile and Their Social Media Utilisation Behaviour", Gujarat Journal of Extension Education, Vol.37 No.1, pp.82–86.
  • Rovinelli, R. J. and Hambleton, R. K. (1977), "On the Use of Content Specialists in the Assessment of Criterion-Referenced Test Item Validity", Dutch Journal of Educational Research, Vol.2, pp.49–60.
  • Setiadi, A., Santoso, S. I., Nurfadillah, S., Prayoga, K. and Prasetyo, E. (2020), "Production and marketing system of kampong chicken in Batang Regency, Central Java, Indonesia" Caraka Tani: Journal of Sustainable Agriculture,Vol.35 No.2, pp.326–336.
  • Sakon Nakhon Provincial Office. (2023), Sakon Nakhon Provincial Development Plan 5 years (2023 - 2027). Bangkok: Ministry of Interior.
  • Song, Y., Han, J., Li, Z., IŞIK, C. and Long, R. (2024), "Crossing the Willingness-Behavior Gap: A Study of Factors Influencing The E-Commerce Selling Behavior of Cherry Farmers", Journal of Infrastructure, Policy and Development, Vol.8 No.9, pp.1–23.
  • Song, X. (2023), "The Role of Online Shopping in Supporting and Promoting Agricultural Development in Backward Areas of China", Advances in Economics, Management and Political Sciences, Vol.62, pp.227–236.
  • Sorkun, M. F. (2019), "The Impact of Product Variety on LSQ in E-Marketplaces", International Journal of Physical Distribution & Logistics Management, Vol.49 No.7, pp.749–766.
  • Streiner, D. (2003), "Starting at The Beginning: An Introduction to Coefficient Alpha and Internal Consistency", Journal of Personality Assessment, Vol.80, pp.99–103.
  • Su, L., Peng, Y., Kong, R. and Chen, Q. (2021), "Impact of E-Commerce Adoption on Farmers’ Participation in The Digital Financial Market: Evidence From Rural China", Journal of Theoretical and Applied Electronic Commerce Research, Vol.16 No.5, pp.1434–1457.
  • Thakur, P., Mehta, P., Devi, C., Sharma, P., Singh, K. K., Yadav, S., ... and Mishra, P. (2023), "Marketing Performance and Factors Influencing Farmers Choice for Agricultural Output Marketing Channels: The Case of Garden Pea (Pisum Sativum) in India", Frontiers in Sustainable Food Systems, Vol.7, pp.1–22.
  • Triatmojo, A., Muzayyanah, M. A. U., Syahlani, S. P. and Guntoro, B. (2024), "Demographic Targeting of Users in Mobile Applications for Livestock Digital Marketing Among Smallholder Cattle Farmers", Agrisocionomics: Jurnal Sosial Ekonomi Pertanian, Vol.8 No.2, pp.602–613.
  • Turner, R. C. and Carlson, L. (2003), "Indexes of Item-Objective Congruence for Multidimensional Items", International Journal of Testing, Vol.3 No.2, pp.163–171.
  • Vanichbuncha, K. (2012), Statistics for Research (6th ed.). Chulalongkorn University.
  • Vanichbuncha, K. (2017), Advanced Statistical Analysis With SPSS For Windows (12th ed.). Chulalongkorn University.
  • Vedasri, R. and Mishra, S. N. (2022), "Linking Farmer Producer Organizations with Other Markets – A Sustainable Change in Marketing of Farm Produce", International Journal of Environment and Climate Change, Vol.12 No.12, pp.1425–1437.
  • Wikimedia Commons. (2025), "Thailand Sakon Nakhon Locator Map", available at: https://commons.wikimedia.org/wiki/Main_Page (accessed 25 March 2025).
  • Yamane, T. (1973), Statistics: An Introductory Analysis (3rd ed.). Harper & Row.
  • Yamini, T., Venkatesan, P. and Jyothi, V. (2024), "Assessment of Farmers’Attitude Towards Social Networking for Information Dissemination in Agriculture", Guj. J.Ext.Edu, Vol.36 No.2, pp.115–120.
  • Yap, C. S., Keling, W., Ho, P. L. and Omar, Q. (2023), "Technology Readiness of Farmers in Sarawak: The Effect of Gender, Age, and Educational Level", Information Development, Vol.4 No.1, pp.337-47.
  • Yeo, M. L. and Keske, C. M. (2024), "From Profitability to Trust: Factors Shaping Digital Agriculture Adoption", Frontiers in Sustainable Food Systems, Vol.8, pp.1–15.
  • Zhang, M., Dong, J. and Zhang, Y. (2024), "The Impact of Rural E Commerce Development on Farmers’ Income: A Multi Dimensional Empirical Study", Research on World Agricultural Economy, Vol.5 No.4, pp.387–402.
  • Zhao, K., Hua, J., Yan, L., Zhang, Q., Xu, H. and Yang, C. (2019), "A Unified Framework for Marketing Budget Allocation", In Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp.1820–1830.
  • Zheng, C., Pang, Q., Li, T., Wang, G., Cai, Y. and Yang, L. (2019), "The Farmers’ Channel Selection and Sustainable Analysis under Carbon Tax Policy", Sustainability, Vol.11 No.10, pp.1-24.
  • Zhu, M., Shen, C., Tian, Y., Wu, J. and Mu, Y. (2022), "Factors Affecting Smallholder Farmers’ Marketing Channel Choice in China With Multivariate Logit Model", Agriculture, Vol.12 No.9, pp.1-11.
Toplam 53 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Tarımsal Yönetimde Pazarlama
Bölüm Araştırma Makalesi
Yazarlar

Narawut Rapankum Bu kişi benim 0000-0002-8438-0009

Thanada Konkan 0000-0001-8645-7922

Chanoknan Srilapat Bu kişi benim 0000-0002-2498-7909

Kumaree Khodmechai Bu kişi benim 0009-0004-7717-3740

Kanjanaporn Niljinda Bu kişi benim 0000-0001-7083-0868

Laddawan Lertjunthuk Bu kişi benim 0009-0000-9196-9084

Gönderilme Tarihi 8 Mayıs 2025
Kabul Tarihi 16 Ekim 2025
Yayımlanma Tarihi 19 Aralık 2025
Yayımlandığı Sayı Yıl 2025 Cilt: 31 Sayı: 2

Kaynak Göster

APA Rapankum, N., Konkan, T., Srilapat, C., … Khodmechai, K. (2025). Determinants of online marketing channel choice among small and micro community enterprises in Thailand. Tarım Ekonomisi Dergisi, 31(2), 405-418. https://doi.org/10.24181/tarekoder.1695218
AMA Rapankum N, Konkan T, Srilapat C, Khodmechai K, Niljinda K, Lertjunthuk L. Determinants of online marketing channel choice among small and micro community enterprises in Thailand. TED - TJAE. Aralık 2025;31(2):405-418. doi:10.24181/tarekoder.1695218
Chicago Rapankum, Narawut, Thanada Konkan, Chanoknan Srilapat, Kumaree Khodmechai, Kanjanaporn Niljinda, ve Laddawan Lertjunthuk. “Determinants of online marketing channel choice among small and micro community enterprises in Thailand”. Tarım Ekonomisi Dergisi 31, sy. 2 (Aralık 2025): 405-18. https://doi.org/10.24181/tarekoder.1695218.
EndNote Rapankum N, Konkan T, Srilapat C, Khodmechai K, Niljinda K, Lertjunthuk L (01 Aralık 2025) Determinants of online marketing channel choice among small and micro community enterprises in Thailand. Tarım Ekonomisi Dergisi 31 2 405–418.
IEEE N. Rapankum, T. Konkan, C. Srilapat, K. Khodmechai, K. Niljinda, ve L. Lertjunthuk, “Determinants of online marketing channel choice among small and micro community enterprises in Thailand”, TED - TJAE, c. 31, sy. 2, ss. 405–418, 2025, doi: 10.24181/tarekoder.1695218.
ISNAD Rapankum, Narawut vd. “Determinants of online marketing channel choice among small and micro community enterprises in Thailand”. Tarım Ekonomisi Dergisi 31/2 (Aralık2025), 405-418. https://doi.org/10.24181/tarekoder.1695218.
JAMA Rapankum N, Konkan T, Srilapat C, Khodmechai K, Niljinda K, Lertjunthuk L. Determinants of online marketing channel choice among small and micro community enterprises in Thailand. TED - TJAE. 2025;31:405–418.
MLA Rapankum, Narawut vd. “Determinants of online marketing channel choice among small and micro community enterprises in Thailand”. Tarım Ekonomisi Dergisi, c. 31, sy. 2, 2025, ss. 405-18, doi:10.24181/tarekoder.1695218.
Vancouver Rapankum N, Konkan T, Srilapat C, Khodmechai K, Niljinda K, Lertjunthuk L. Determinants of online marketing channel choice among small and micro community enterprises in Thailand. TED - TJAE. 2025;31(2):405-18.

              

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