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Understanding Reasons Farmers to Adopt Mina Padi Farming on Rainfed Swamp Land: A Planned Behavior Theory Approach
Author(s):
1. Samsul Alam Fyka: Department of Agribusiness, Halu Oleo University, Kendari, Indonesia
2. Usman Rianse: Department of Agriculture Extension, Halu Oleo University,Kendari,Indonesia
3. Lukman Yunus: Department of Agribusiness, Halu Oleo University,Kendari,Indonesia
4. Muhammad Aswar Limi: Department of Agribusiness, Halu Oleo University,Kendari,Indonesia
Abstract:
This study uses the planned behavior theory to investigate why farmers practice Mina Padi farming (rice-fish integration) on rainfed swamp land. The research will focus on attitudes, subjective norms, perceived behavioral control, and intents. This research was conducted 2023 on 75 farmers who carried out Mina Padi farming (rice-fish integration) on rainfed swamp land in South Konawe Regency, Southeast Sulawesi Province, Indonesia. Descriptive analysis and structural equation modeling (SEM) analysis are the methods of data analysis used, and SmartPLS 3 software is utilized. The study's findings indicate that the intention variable for engaging in Mina Padi farming (rice-fish integration) positively and substantially affects attitudes, social norms, and perceived behavioral control. The most important factor influencing the formation of intentions is the attitude variable. A favorable and substantial influence was also identified for the intention variable on the behavioral variable of engaging in Mina Padi farming (rice-fish integration). Meanwhile, the behavioral control perception variable on the Mina Padi farming behavior variable (rice-fish integration) has a positive but insignificant influence.
Page(s): 863-876
Published: Journal: Journal of Global Innovations in Agricultural Sciences, Volume: 12, Issue: 3, Year: 2024
Keywords:
smartpls , Mina Padi , rainfed swamps , Theory of planned behavior , ricefish integration
References:
[1] Abas N.A.H.,Lin M.H.,Otto K.,Ramayah T. .2021 .Academic incivility on job satisfaction and depressivity: can supervisory support be the antidote. Journal of Applied Research in Higher Education, 13 : 1198-1212.
[2] Ahmed G.M.,Turchini G.M. .2021 .The evolution of the blue-green revolution of rice-fish cultivation for sustainable food production. Sustainability Science, 16 : 1375-1390.
[3] Ajzen I. .1991 .The theory of planned behavior. Organizational behavior human decision processes. , 50 : 179-211.
[4] Akmal H.,Limi M.A.,Fyka S.A. .2020 .The Welfare Level of The Households of Minapadi Farmers in Epeesi Village, Basala Sub-District, South Konawe District. JIA : Jurnal Agribisnis dan Ilmu Sosial Ekonomi Pertanian, 5 : 222.
[5] Ali M.P.,M.M.M. Kabir S.S.,Haque X.,Qin S.,Nasrin D.,Landis B.,Holmquist N.,Ahmed N. .2020 .Farmer's behavior in pesticide use: Insights study from smallholder and intensive agricultural farms in Bangladesh. Science of the Total Environment, 747 : 141160.
[6] Ambarwulan W.,Setiawan Y.,Walter C. .2016 .Assessing the suitability and availability of land for agriculture in Tuban Regency. Indonesia. Applied Environmental Soil Science, : 1-13.
[7] Artawan I.P.R.,Sukerta I.M.,Pandawani N.P.,Sujana I.P. .2021 .Strategy for improving minapadi system cultivation production in Gunung Salak village, Selemadeg Timur district, Tabanan regency (case study: Mina tirta pertiwi fish cultivator group). International Journal of Sustainability, Education, and Global Creative Economic (IJSEGCE), 4 : 174-182.
[8] Arunrat C.,Wang N.,Pumijumnong S.,Sereenonchai W.,Cai W. .2017 .Farmers' intention and decision to adapt to climate change: A case study in the Yom and Nan basins, Phichit province of Thailand. Journal of Cleaner Production, 143 : 672-685.
[9] Ataei R.,Movahedi V.,Aliabadi V. .2021 .An analysis of farmers' intention to use green pesticides: The application of the extended theory of planned behavior and health belief model. Journal of Rural Studies, 81 : 374-384.
[10] Bahrun O.D.,Adhi A.K.,Burhanuddin B. .2022 .Pengaruh intensi terhadap keputusan petani menanam bawang merah di kabupaten pesisir selatan. In Forum Agribisnis: Agribusiness Forum, 12 : 98-112.
[11] Bakker L.,Sok J.,Werf W. Van Der,Bianchi F.J.J.A. .2021 .Kicking the habit: what makes and breaks farmers' intentions to reduce pesticide use?. Ecological Economics, 180 : 106868.
[12] Barroso C,Carrión J.L.,Roldán J.L. .2009 .Applying maximum likelihood and PLS on different sample sizes: studies on SERVQUAL model and employee behavior model. Handbook of partial least squares: Concepts, methods and applications. , : 427-447.
[13] Bonke V.,Musshoff O. .2020 .Understanding German farmer's intention to adopt mixed cropping using the theory of planned behavior. Agronomy for Sustainable Development, 40 : 4-14.
[14] Burton R.J. .2004 .Reconceptualising the 'behavioural approach'in agricultural studies: a socio-psychological perspective. Journal of Rural studies, 20 : 359-371.
[15] Akyüz Cakirli,Theuvsen L. .2020 .The impact of behavioral drivers on adoption of sustainable agricultural practices: the case of organic farming in Turkey. Sustainability, 12 : 6875.
[16] Chen Q. .2022 .Analyzing Farmers' Cultivated-LandAbandonment Behavior: Integrating the Theory of Planned Behavior and a Structural Equation Model. Land, 11 : 1777.
[17] Chin W.W.,Gopal A.,Salisbury W.D. .1997 .Advancing the theory of adaptive structuration: The development of a scale to measure faithfulness of appropriation. Information systems research, 8 : 342-367.
[18] Clayton D.A.,Griffith C.J. .2008 .Efficacy of an extended theory of planned behaviour model for predicting caterers' hand hygiene practices. International journal of environmental health research, 18 : 83-98.
[19] Correia S.,Sousa C.,Viseu J.,Leite J. .2022 .Using the theory of planned behavior to understand the students' pro-environmental behavior: a case-study in a Portuguese HEI. International Journal of Sustainability in Higher Education, 23 : 1070-1089.
[20] Darsani Y.R.,Alwi M. .2022 .Inovasi Teknologi Budidaya Padi Unggul di Lahan Rawa Pasang Surut Tipe Luapan C. Jurnal Sosial Ekonomi Pertanian, 18 : 40-54.
[21] de Lauwere C.,M. Slegers M.,Meeusen M. .2022 .The influence of behavioural factors and external conditions on Dutch farmers' decision making in the transition towards circular agriculture. Land Use Policy, 120 : 106253.
[22] Etikan S.A.,Musa R.S.,Alkassim R.S. .2016 .Comparison of convenience sampling and purposive sampling. American journal of theoretical applied statistics, 5 : 1-4.
[23] Fatimah I.N.,Iskandar J.,Partasasmita R. .2020 .Ethnoecology of paddy-fish integrative farming (minapadi) in Lampegan Village. Biodiversitas Journal of Biological Diversity, 21 : 4419-4432.
[24] Fauzi M.A.,Hanafiah M.H.,Kunjuraman V. .2022 .Tourists' intention to visit green hotels: building on the theory of planned behaviour and the value-belief-norm theory. Journal of Tourism Futures ahead-of-print:1-22, : .
[25] Fornell C.,Larcker D.F. .1981 .Evaluating structural equation models with unobservable variables and measurement error. Journal of marketing research, 8 : 39-50.
[26] Freed S.,Barman B.,Dubois M.,Flor R.J.,Funge-Smith S.,Gregory R.,Hadi B.A.R.,Halwart M.,Haque M.,Jagadish S.V.K.,Joffre O.M.,Karim M.,Kura Y.,McCartney M.,Mondal M.,Nguyen V.K.,Sinclair F.,Stuart A.M.,Tezzo X.,Yadav S.,Cohen P.J. .2020 .Maintaining diversity of integrated rice and fish production confers adaptability of food systems to global change. Frontiers in Sustainable Food Systems, 4 : 576179.
[27] Fyka S.A.,Limi M.A.,Batoa H.,Yusria W.O.,Rosmawati R.,Hidrawati H. .2021 .Feasibility analysis of Minapadi technology on rainfed land in South Konawe Regency. THE 5th international conference on agriculture and life science, 2583 : 3-4.
[28] Greiner R. .2015 .Motivations and attitudes influence farmers' willingness to participate in biodiversity conservation contracts. Agricultural Systems, 137 : 154-165.
[29] Hair J.F.,Ringle C.M.,Sarstedt M. .2011 .PLS-SEM: Indeed a silver bullet. Journal of Marketing theory Practice, 19 : 139-152.
[30] Hair J.F.,Sarstedt M.,Ringle C.M.,Mena J.A. .2012 .An assessment of the use of partial least squares structural equation modeling in marketing research. Journal of the academy of marketing science, 40 : 414-433.
[31] Hair ,Jr.J.F. Hair G.T.M.,Hult C.M.,Ringle M.,Sarstedt M. .2021 .A primer on partial least squares structural equation modeling (PLS-SEM): Sage publications. , : .
[32] Hall A.,Turner L.,Kilpatrick S. .2019 .Using the theory of planned behaviour framework to understand Tasmanian dairy farmer engagement with extension activities to inform future delivery. The Journal of Agricultural Education Extension, 25 : 195-210.
[33] Handika ,M.F.D. D.,Sudaryanti D. .2017 .Analisis FaktorFaktor Yang Mempengaruhi Niat Mahasiswa Melakukan Tindakan Whistleblowing. Jurnal Ilmiah Bisnis dan Ekonomi Asia, 11 : 56-63.
[34] Hardin-Fanning F.,Ricks J.M. .2017 .Attitudes, social norms and perceived behavioral control factors influencing participation in a cooking skills program in rural Central Appalachia. Global health promotion 24, : 43-52.
[35] Hayati M,Maisaroh S. .2019 .Faktor-Faktor Yang Mempengaruhi Keputusan Petani dalam Pemilihan Komoditas (Studi Kasus Pada Tanaman Tembakau dan Padi Di Kabupaten Pamekasan). Jurnal Pamator: Jurnal Ilmiah Universitas Trunojoyo, 12 : 84-92.
[36] Henseler J,Dijkstra T. K.,Sarstedt M.,Ringle C. M.,Diamantopoulos A.,Straub D. W.,Ketchen D. J.,Hair J. F.,Hult G. T. M.,Calantone R. J. .2013 .Common Beliefs and Reality About PLS: Comments on Rönkkö and Evermann (. Organizational Research Methods, 17 : 182-209.
[37] Herath C.S. .2010 .Motivation as a potential variable to explain farmers' behavioral change in agricultural technology adoption decisions. E+ M Ekonomie a Management, 13 : 62-70.
[38] Jiuhardi J. .2023 .Analisis kebijakan impor beras terhadap peningkatan kesejahteraan petani di Indonesia. INOVASI, 19 : 98-110.
[39] Kaur P.,Stoltzfus J.,Yellapu V. .2018 .. International Journal of Academic Medicine, 7 : 18.
[40] Kinkela P.M. B.K.,Mutiaka T.,Dogot D.,Dochain X.,Rollin R.N.,Mvubu C.,Kinkela J.,Mafwila J.,Bindelle J. .2017 .Diversity of farming systems integrating fish pond aquaculture in the province of Kinshasa in the Democratic Republic of the Congo. Journal of Agriculture and Rural Development in the Tropics and Subtropics, 118 : 149-160.
[41] Kusumayana P. .2018 .Pengaruh Motivasi Terhadap Perilaku Kerja Petani Bawang Merah di Desa Nalui Kecamatan Jaro Kabupaten Tabalong. Ziraa'ah Majalah Ilmiah Pertanian, 43 : 96-103.
[42] Lantarsih R. .2016 .Pengembangan “minapadi kolam dalam” di Kabupaten Sleman. GRARIS: Journal of Agribusiness Rural Development Research, 2 : 17-27.
[43] Dang. H. Le,Li E.,I. Nuberg E.,Bruwer J. .2014 .Understanding farmers' adaptation intention to climate change: A structural equation modelling study in the Mekong Delta. Vietnam. Environmental science & policy, 41 : 11-22.
[44] Leguina A. .2015 .A primer on partial least squares structural equation modeling (PLS-SEM). International Journal of Research & Method in Education, 38 : 220-221.
[45] Lemken D.,Spiller A. .2017 .The case of legume-cereal crop mixtures in modern agriculture and the transtheoretical model of gradual adoption. Ecological Economics, 137 : 20-28.
[46] Lokhorst A.M.,Staats H.,J. van Dijk H.,E. van Dijk H. .2011 .What's in it for Me? Motivational differences between farmers' subsidised and non-subsidised conservation practices. Appl Psychol, 60 : 337-353.
[47] Ma H.,Gao Z.,Fang Q.,Zhou H.,Zhou H. .2023 .What influences the behavior of farmers' participation in agricultural nonpoint source pollution control? - Evidence from a farmer survey in Huai'an, China. Agricultural Water Management, 281 : 108248.
[48] Mahdavi T. .2021 .Application of the 'theory of planned behavior'to understand farmers' intentions to accept water policy options using structural equation modeling. Water Supply, 21 : 2720-2734.
[49] Martínez-García C.G.,Dorward P.,Rehman T. .2013 .Factors influencing adoption of improved grassland management by small-scale dairy farmers in central Mexico and the implications for future research on smallholder adoption in developing countries. Livestock Science, 152 : 228-238.
[50] Mills J.,Chiswell H.,Gaskell P.,Courtney P.,Brockett B.,Cusworth G.,Lobley M. .2021 .Developing farmlevel social indicators for agri-environment schemes: A focus on the agents of change. Sustainability, 13 : 7820.
[51] Muaya S.,Sampe N. Kumayas. 2023. Efektivitas,Program Keluarga Berencana Dinas Pengendalian Penduduk Dan Keluarga Berencana Dalam Menekan Laju Pertumbuhan Penduduk Di Kabupaten N. Kumayas. 2023. Efektivitas . .Minahasa. GOVERNANCE, 3 : 1-14.
[52] Mullan B.A,C. Wong E.J.,Kothe E.J. .2013 .Predicting adolescents' safe food handling using an extended theory of planned behavior. Food Control, 31 : 454-460.
[53] Ningrum N.Z.,Limi M.A.,S.A. Fyka M.A. .2019 .Analisis Multiplier Effect Pengembangan Sistem Mina Padi Bagi Masyarakat Lokal di Desa Epeesi Kecamatan Basala Kabupaten Konawe Selatan. JIA : Jurnal Agribisnis dan Ilmu Sosial Ekonomi Pertanian, 4 : 166-172.
[54] Nurhayati A.,Lili W.,Herawati T.,Riyantini I. .2016 .Derivatif analysis of economic and social aspect of added value minapadi (paddy-fish integrative farming) a case study in the village of Sagaracipta Ciparay sub district. Bandung West Java Province, Indonesia. Aquatic Procedia, 7 : 12-18.
[55] Paramesh V.,Kumar P.,Shamim M.,Ravisankar N.,Arunachalam V.,Nath A.J.,Mayekar T.,Singh R.,Prusty A.K.,Rajkumar R.S.,Panwar A.S.,Reddy V.K.,Paramanik M.,A. Das M.,K.K. Manohara S.,Babu P.,Kashyap P. .2022 .Integrated farming systems as an adaptation strategy to climate change: Case studies from diverse agro-climatic zones of India. Sustainability, 14 : 11629.
[56] Peng L.,Zhou X.,Tan W.,Liu J.,Wang Y. .2022 .Analysis of dispersed farmers' willingness to grow grain and main influential factors based on the structural equation model. Journal of Rural Studies, 93 : 375-385.
[57] Perry V.,Davenport M.A. .2020 .An inductive framework of self-efficacy to understand and support farmers in conservation agriculture. Journal of Soil and Water Conservation, 75 : 198-208.
[58] Peterson C.A.,Deiss L.,Gaudin A.C. .2020 .Commercial integrated crop-livestock systems achieve comparable crop yields to specialized production systems: A metaanalysis. PLoS One, 15 : e0231840.
[59] Prasetyo M.N.,Hartono S.,Masyhuri M. .2018 .The Analysis Of Business, Risk, And Development Strategy Of Minapadi (Paddy-Fish Integration Farming System) In Sleman District. Agro Ekonomi, 29 : 64-82.
[60] Pratama D.A.,Setiawati I.,Sumanto B.,Putri D.D. .2022 .Implementasi Teori Perilaku Terencana Dalam Pengelolaan Minyak Jelantah Berbasis Komunitas. Jurnal Ekonomi Pertanian dan Agribisnis, 6 : 1530-1545.
[61] Rahmawati Y.A.S.,Asih S.A.S.L.C.,Putri A.,Putri R.E.,Ayuningtyas D.T.,Mulyani D.,Sanjaya Y.A.,Pangan S.T.,Nasional P .2023 .Analisis Pola Konsumsi Ikan Masyarakat Kabupaten Jombang, Jawa Timur, pada Masa Pandemi dan Endemi Covid-19 Analysis of Fish Consumption Pattern of People in Jombang District. during Pandemic and Endemic Covid-19. Journal of Marine Coastal Science, 12 : 51-57.
[62] Resiani N.M.D.,Sunanjaya I.W. .2020 .The Efficiency of Water in Supporting Local Wisdom and Food Sustainability in Subak Sange, Bali Indonesia. Agromet, 34 : 67-74.
[63] Rezaei S.,Mianaji A.,Ganjloo A. .2018 .Factors affecting farmers' intention to engage in on-farm food safety practices in Iran: Extending the theory of planned behavior. Journal of Rural Studies, 60 : 152-166.
[64] Sathoria P.,Roy B. .2022 .Sustainable food production through integrated rice-fish farming in India: A brief review. Renewable Agriculture Food Systems, 37 : 527-535.
[65] Sekaran U.,Lai L.,Ussiri D.A.,Kumar S.,Clay S. .2021 .Role of integrated crop-livestock systems in improving agriculture production and addressing food security-A review. Journal of Agriculture and Food Research, 5 : 100190.
[66] Selviana S.,Abdi A.,Yusria W. .2022 .Analisis Kelayakan Teknis dan Finansial Usahatani Kelapa Sawit di Desa Epeesi Kecamatan Basala Kabupaten Konawe Selatan. JIA (Jurnal Ilmiah Agribisnis) : Jurnal Agribisnis dan Ilmu Sosial Ekonomi Pertanian, 7 : 137-145.
[67] Senger I,Borges J.A.R.,Machado J.A.D. .2017 .Using the theory of planned behavior to understand the intention of small farmers in diversifying their agricultural production. Journal of rural studies, 49 : 32-40.
[68] Sholihah ,M.M. ,Djamaludin M.D. .2018 .Analysis intention of farmer card utiliization using theory of planned behavior. Journal of Consumer Sciences, 3 : 16-26.
[69] Simkin M.G.,McLeod A. .2010 .Why do college students cheat. Journal of business ethics, 94 : 441-453.
[70] Sok J.,Borges J.R.,Schmidt P.,Ajzen I. .2021 .Farmer behaviour as reasoned action: a critical review of research with the theory of planned behaviour. Journal of Agricultural Economics, 72 : 388-412.
[71] Song H.,Wang R.,Hu Y. .2017 .Consumers' purchase intentions toward traceable beef-Evidence from Beijing. American Journal of Industrial and Business Management, 7 : 1128-1135.
[72] Stone M. .1974 .Cross-Validatory Choice and Assessment of Statistical Predictions. Journal of the royal statistical society: Series B (Methodological), 36 : 111-133.
[73] Sun Q.,Duan H.,Zhong D. .2022 .Influencing factors of farmers' participation in domestic waste classification: An empirical analysis based on the semi-nonparametric estimation extended model. Frontiers in Psychology, 13 : 1000601.
[74] Tirtalistyani R.,Murtiningrum M.,Kanwar R.S. .2022 .Indonesia rice irrigation system: Time for innovation. Sustainability, 14 : 12477.
[75] Valizadeh N.,Bijani M.,Haghighi N. Fallah,Hayati D.,Bazrafkan K.,Azadi H. . .Conceptualization of Farmers' Water Conservation Intention and Behavior through the Lens of Economic Man Worldview: Application of Structural Equation Modeling. Water, 15 : 3199.
[76] Valizadeh S.,Jalilian Z.,Hallaj S. Esfandyari,Bayat D.,Hayati K.,Bazrafkan N.,Kianmehr M,Akbari M . .Encouraging adoption of green manure technology to produce clean rice product. Scientific Reports, 13 : 8690.
[77] Wheeler T.,Braun J. Von .2013 .Climate change impacts on global food security. Science, 341 : 508-513.
[78] Wijaya S. .2019 .Indonesian food culture mapping: a starter contribution to promote Indonesian culinary tourism. Journal of Ethnic Foods, 6 : 1-10.
[79] Wong C.L.,Mullan B.A. .2009 .Predicting breakfast consumption: An application of the theory of planned behaviour and the investigation of past behaviour and executive function. British journal of health psychology, 14 : 489-504.
[80] Yassi A.,Farid M.,Anshori M.F.,Muchtar H.,Syamsuddin R.,Adnan A. .2023 .The Integrated Minapadi (Rice-Fish) Farming System: Compost and Local Liquid Organic Fertilizer Based on Multiple Evaluation Criteria. Agronomy for Sustainable Development, 13 : 978.
[81] Zhou J.,Yan Z.,Li K. .2016 .Understanding farmer cooperatives' self-inspection behavior to guarantee agriproduct safety in China. Food Control, 59 : 320-327.
[82] Ziervogel G.,Ericksen P. .2010 .Adapting to climate change to sustain food security. Wiley Interdisciplinary Reviews: Climate Change, 1 : 525-540.
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