IDEAS home Printed from https://ideas.repec.org/a/zib/zbnaim/v7y2023i1p33-37.html
   My bibliography  Save this article

Impact Of Icts Usage On Smallholder Farmer’S Adaptation Strategies: A Structural Equation Modeling Study In Niger State

Author

Listed:
  • Isah Shehu Nabara

    (Department of Agricultural Science Education Niger State College of Education, Minna.)

  • Mohammad Yakubu

    (Department of Crop Production Ibrahim Badamasi Babangida University, Lapai, Niger State)

  • Abubakar Shehu Umar

    (Department of Agricultural Education Federal College of Education (Tech) Gombe State)

Abstract

The study was conducted in Kontagora Local Government Area of Niger State between June and August 2021. The purpose of this study was to determine how ICTs affected smallholder farmers’ adaption strategies. 240 respondents were chosen at random using a multiple-stage random sampling procedure for the study. The levels were determined using frequency and percentages of summated scores by categorization into high moderate and low using range. The impacts of ICTs on adaptation strategies were determined using structural equation modeling (IBM SPSS Amos 20). The study revealed high-level adaptation strategies (M=3.69) and a moderate level of ICTs (M=3.51). The research also showed how ICTs affect adaptive strategies. The impact of radio (β= 0.355, CR = 4.145, P =.001), mobile (β=.322, CR= 4.111, P=.000), television, (β=.211, CR=3.717, P=.000) on adaptation strategies were positive and statistically significant. The results recommends that planned interventions be carried out to coordinate ICT/telecommunications agencies with those in charge of adaptation policy and planning, notably National Adaptation Plans, for more efficient planning and implementation.

Suggested Citation

  • Isah Shehu Nabara & Mohammad Yakubu & Abubakar Shehu Umar, 2023. "Impact Of Icts Usage On Smallholder Farmer’S Adaptation Strategies: A Structural Equation Modeling Study In Niger State," Acta Informatica Malaysia (AIM), Zibeline International Publishing, vol. 7(1), pages 33-37, February.
    • Handle: RePEc:zib:zbnaim:v:7:y:2023:i:1:p:33-37
    DOI: 10.26480/aim.01.2023.33.37
    as

    Download full text from publisher

    File URL: https://actainformaticamalaysia.com/archives/AIM/1aim2023/1aim2023-33-37.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.26480/aim.01.2023.33.37?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Wroński Marcin, 2019. "The productivity growth slowdown in advanced economies: causes and policy recommendations," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 55(4), pages 391-406, December.
    2. Violeta Sima & Ileana Georgiana Gheorghe & Jonel Subić & Dumitru Nancu, 2020. "Influences of the Industry 4.0 Revolution on the Human Capital Development and Consumer Behavior: A Systematic Review," Sustainability, MDPI, vol. 12(10), pages 1-28, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Feng, Wei & Sun, Shujun & Yuan, Hang, 2023. "Research on the efficiency of factor allocation in the pilot free trade zones," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 727-745.
    2. Tzu-Chieh Lin & Kung Jeng Wang, 2021. "Project-based maturity assessment model for smart transformation in Taiwanese enterprises," PLOS ONE, Public Library of Science, vol. 16(7), pages 1-19, July.
    3. Bhagwan, N. & Evans, M., 2023. "A review of industry 4.0 technologies used in the production of energy in China, Germany, and South Africa," Renewable and Sustainable Energy Reviews, Elsevier, vol. 173(C).
    4. Özköse, Hakan & Güney, Gül, 2023. "The effects of industry 4.0 on productivity: A scientific mapping study," Technology in Society, Elsevier, vol. 75(C).
    5. Restuning Widiasih & Maria Komariah & Iqbal Pramukti & Raini Diah Susanti & Habsyah Saparidah Agustina & Hidayat Arifin & Yulia Kurniawati & Katherine Nelson, 2022. "VNursLab 3D Simulator: A Web-Based Nursing Skills Simulation of Knowledge of Nursing Skill, Satisfaction, and Self-Confidence among Nursing Students," Sustainability, MDPI, vol. 14(9), pages 1-11, April.
    6. Hyo Geun Song & Hyeon Jo, 2023. "Understanding the Continuance Intention of Omnichannel: Combining TAM and TPB," Sustainability, MDPI, vol. 15(4), pages 1-20, February.
    7. Bhatia, Purvee & Diaz-Elsayed, Nancy, 2023. "Facilitating decision-making for the adoption of smart manufacturing technologies by SMEs via fuzzy TOPSIS," International Journal of Production Economics, Elsevier, vol. 257(C).
    8. Carmen Elena Stoenoiu & Lorentz Jäntschi, 2024. "Sustainable Development of the Economy—A Case Study of the Impacts of the Size of Enterprises and Factors Affecting Performance," Sustainability, MDPI, vol. 16(13), pages 1-38, June.
    9. Liu, Yu & Khan, Ali Junaid & Iqbal, Jawad & Hameed, Waseem Ul & Ahmed, Tanveer, 2023. "Strategic management of natural resources through human, technological, and institutional resources: Sustainable curing the resource curse," Resources Policy, Elsevier, vol. 86(PA).
    10. Arfan Shahzad & Mohd Syarol Azuan bin Zakaria & Herbert Kotzab & Muhammad Abdul Majid Makki & Aamir Hussain & Julia Fischer, 2023. "Adoption of fourth industrial revolution 4.0 among Malaysian small and medium enterprises (SMEs)," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-14, December.
    11. Marta P. V. Gonçalves & Fernando A. F. Ferreira & Marina Dabić & João J. M. Ferreira, 2024. "“Navigating through the digital swamp”: assessing SME propensity for online marketplaces," Review of Managerial Science, Springer, vol. 18(9), pages 2583-2612, September.
    12. Lovlyn Ekeowa Kelvin-Iloafu & Francis Ezieshi Monyei & Wilfred Isioma Ukpere & Happiness Ozioma Obi-Anike & Phina Njideka Onyekwelu, 2023. "The Impact of Human Capital Development on the Sustainability and Innovativeness of Deposit Money Banks’ Workforces," Sustainability, MDPI, vol. 15(14), pages 1-15, July.
    13. Chen, Yang & Cheng, Liang & Lee, Chien-Chiang, 2022. "How does the use of industrial robots affect the ecological footprint? International evidence," Ecological Economics, Elsevier, vol. 198(C).
    14. Wali Imran Khalil & Muhammad Omar Malik & Ali Ahsan, 2024. "Sustainability Unleashed through Innovation: Knowledge-Driven Strategies Igniting Labor Productivity in Small- and Medium-Sized Engineering Enterprises," Sustainability, MDPI, vol. 16(1), pages 1-23, January.
    15. Thirupathi Samala & Vijaya Kumar Manupati & Maria Leonilde R. Varela & Goran Putnik, 2021. "Investigation of Degradation and Upgradation Models for Flexible Unit Systems: A Systematic Literature Review," Future Internet, MDPI, vol. 13(3), pages 1-18, February.
    16. Dejsi Qorri & Enikő Pergéné Szabó & János Felföldi & Krisztián Kovács, 2024. "The Role of Human Resource Management in Agricultural Labor-Saving Technologies: An Integrative Review and Science Mapping," Agriculture, MDPI, vol. 14(7), pages 1-17, July.
    17. Barišić, Anton Florijan & Rybacka Barišić, Joanna & Miloloža, Ivan, 2021. "Digital Transformation: Challenges for Human Resources Management," Proceedings of the ENTRENOVA - ENTerprise REsearch InNOVAtion Conference (2021), Hybrid Conference, Zagreb, Croatia, in: Proceedings of the ENTRENOVA - ENTerprise REsearch InNOVAtion Conference, Hybrid Conference, Zagreb, Croatia, 9-10 September 2021, pages 357-366, IRENET - Society for Advancing Innovation and Research in Economy, Zagreb.
    18. Huang, Jing & Han, Wenjing & Zhang, Zhengfeng & Ning, Shanshan & Zhang, Xiaoling, 2024. "The decoupling relationship between land use efficiency and carbon emissions in China: An analysis using the Socio-Ecological Systems (SES) framework," Land Use Policy, Elsevier, vol. 138(C).
    19. Iveta Eimontaite & David Cameron & Joe Rolph & Saeid Mokaram & Jonathan M. Aitken & Ian Gwilt & James Law, 2022. "Dynamic Graphical Instructions Result in Improved Attitudes and Decreased Task Completion Time in Human–Robot Co-Working: An Experimental Manufacturing Study," Sustainability, MDPI, vol. 14(6), pages 1-19, March.
    20. Mariusz J. Ligarski & Barbara Rożałowska & Krzysztof Kalinowski, 2021. "A Study of the Human Factor in Industry 4.0 Based on the Automotive Industry," Energies, MDPI, vol. 14(20), pages 1-20, October.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:zib:zbnaim:v:7:y:2023:i:1:p:33-37. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Zibeline International Publishing The email address of this maintainer does not seem to be valid anymore. Please ask Zibeline International Publishing to update the entry or send us the correct address (email available below). General contact details of provider: https://actainformaticamalaysia.com/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.