IDEAS home Printed from https://ideas.repec.org/a/spr/elcore/v22y2022i4d10.1007_s10660-020-09442-z.html
   My bibliography  Save this article

Analyzing ICT-enabled agricultural advisory services in Pakistan: evidence from a marginalized region of Punjab province

Author

Listed:
  • Nasir Abbas Khan

    (China Agriculture University)

  • Qijie Gao

    (China Agriculture University)

  • Shoukat Ali

    (University of Agriculture)

  • Babar Shahbaz

    (University of Agriculture)

  • Palwasha Khan

    (China Agricultural University)

  • Muhammad Abid

    (COMSATS University Islamabad)

Abstract

In Pakistan, due to the asymmetries in farmers’ information access, many ICT-based initiatives have been taken as an alternative to conventional agricultural extension approaches. Recently telecommunication sector of Pakistan has launched farm advisory services for reaching farmers’ information needs. This paper analyzed the telecom sector’s mobile-based farm advisory services (mFAS) by exploring, provided content, farmers’ use, experiences, and its associated factors using the Likert scale and bivariate Probit regression. The study employed a multistage random sampling technique to collect data from the smallholders of Muzaffargarh district of Pakistan. Findings revealed that 70% of the respondents were subscribed to mFAS. Results further indicated a vast gap between the farmers’ access and practical use of provided information in which weather forecast reported the most, while market updates reported the least utilization gap. Similarly, reduced transportation cost was ranked the most, while avoiding potential crop damages was ranked as the least perceived indicators of effectiveness. The study further reported one-way communication mode and farmers’ limited skills of mobile phone use as the major constraint in the use of the services. The results of the Probit model found a significant positive relation of farmers’ education, credit utilization, and educated family members, while a significant negative relation of farmers’ age with the use of mFAS. Based on findings, this study highlights the need for an interactive communication mode, context-specific advisory services, and farmers’ training and education for the successful utilization of these services.

Suggested Citation

  • Nasir Abbas Khan & Qijie Gao & Shoukat Ali & Babar Shahbaz & Palwasha Khan & Muhammad Abid, 2022. "Analyzing ICT-enabled agricultural advisory services in Pakistan: evidence from a marginalized region of Punjab province," Electronic Commerce Research, Springer, vol. 22(4), pages 1107-1129, December.
  • Handle: RePEc:spr:elcore:v:22:y:2022:i:4:d:10.1007_s10660-020-09442-z
    DOI: 10.1007/s10660-020-09442-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10660-020-09442-z
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10660-020-09442-z?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Ogutu, Sylvester O. & Okello, Julius J. & Otieno, David J., 2013. "Impact of Information and Communication Technology-based Market Information Services on Smallholder Farm Input Use and Productivity: The Case of Kenya," 2013 Fourth International Conference, September 22-25, 2013, Hammamet, Tunisia 157770, African Association of Agricultural Economists (AAAE).
    2. Tadesse, Getaw & Bahiigwa, Godfrey, 2015. "Mobile Phones and Farmers’ Marketing Decisions in Ethiopia," World Development, Elsevier, vol. 68(C), pages 296-307.
    3. Catherine Larochelle & Jeffrey Alwang & Elli Travis & Victor Hugo Barrera & Juan Manuel Dominguez Andrade, 2019. "Did You Really Get the Message? Using Text Reminders to Stimulate Adoption of Agricultural Technologies," Journal of Development Studies, Taylor & Francis Journals, vol. 55(4), pages 548-564, April.
    4. Ogutu, Sylvester Ochieng & Okello, Julius Juma & Otieno, David Jakinda, 2014. "Impact of Information and Communication Technology-Based Market Information Services on Smallholder Farm Input Use and Productivity: The Case of Kenya," World Development, Elsevier, vol. 64(C), pages 311-321.
    5. Saima Nawaz & Nasir Iqbal, 2016. "Education Poverty in Pakistan: A Spatial Analysis at District Level," Indian Journal of Human Development, , vol. 10(2), pages 270-287, August.
    6. Mokotjo, William & Kalusopa, Trywell, 2010. "Evaluation of the Agricultural Information Service (AIS) in Lesotho," International Journal of Information Management, Elsevier, vol. 30(4), pages 350-356.
    7. Faruque-As-Sunny & Zuhui Huang & Taonarufaro Tinaye Pemberai Karimanzira, 2018. "Investigating Key Factors Influencing Farming Decisions Based on Soil Testing and Fertilizer Recommendation Facilities (STFRF)—A Case Study on Rural Bangladesh," Sustainability, MDPI, vol. 10(11), pages 1-24, November.
    8. Ezinne M. Emeana & Liz Trenchard & Katharina Dehnen-Schmutz, 2020. "The Revolution of Mobile Phone-Enabled Services for Agricultural Development (m-Agri Services) in Africa: The Challenges for Sustainability," Sustainability, MDPI, vol. 12(2), pages 1-27, January.
    9. Elahi, Ehsan & Abid, Muhammad & Zhang, Liqin & ul Haq, Shams & Sahito, Jam Ghulam Murtaza, 2018. "Agricultural advisory and financial services; farm level access, outreach and impact in a mixed cropping district of Punjab, Pakistan," Land Use Policy, Elsevier, vol. 71(C), pages 249-260.
    10. Hudson, Heather E. & Leclair, Mark & Pelletier, Bernard & Sullivan, Bartholomew, 2017. "Using radio and interactive ICTs to improve food security among smallholder farmers in Sub-Saharan Africa," Telecommunications Policy, Elsevier, vol. 41(7), pages 670-684.
    11. Alan Fernihough, 2011. "Simple logit and probit marginal effects in R," Working Papers 201122, School of Economics, University College Dublin.
    12. Adeel Afzal & Faisal Sultan Al-Subaiee & Abdulrahman A. Mirza, 2016. "The Attitudes of Agricultural Extension Workers towards the Use of E-Extension for Ensuring Sustainability in the Kingdom of Saudi Arabia," Sustainability, MDPI, vol. 8(10), pages 1-10, September.
    13. Ali, Jabir & Kumar, Sushil, 2011. "Information and communication technologies (ICTs) and farmers’ decision-making across the agricultural supply chain," International Journal of Information Management, Elsevier, vol. 31(2), pages 149-159.
    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. Lin Xie & Biliang Luo & Wenjing Zhong, 2021. "How Are Smallholder Farmers Involved in Digital Agriculture in Developing Countries: A Case Study from China," Land, MDPI, vol. 10(3), pages 1-16, March.
    2. Fang, Lan & Quan, Yurong & Mao, Hui & Chen, Shaojian, 2022. "The Information Communication Technology and Off-farm Employment of Rural Laborers: An Analysis Based on the Micro Data of China Family Panel Studies," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322088, Agricultural and Applied Economics Association.
    3. Hong, Yan-Zhen & Chang, Hung-Hao, 2020. "Does digitalization affect the objective and subjective wellbeing of forestry farm households? Empirical evidence in Fujian Province of China," Forest Policy and Economics, Elsevier, vol. 118(C).
    4. Cai, Yi & Sun, Yucheng & Qi, Wene & Yi, Famin, 2022. "Impact of smartphone use on production outsourcing: evidence from litchi farming in southern China," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 25(4), September.
    5. Melia, Elvis, 2019. "The impact of information and communication technologies on jobs in Africa: a literature review," IDOS Discussion Papers 3/2019, German Institute of Development and Sustainability (IDOS).
    6. Jianxin Guo & Songqing Jin & Lei Chen & Jichun Zhao, 2018. "Impacts of Distance Education on Agricultural Performance and Household Income: Micro-Evidence from Peri-Urban Districts in Beijing," Sustainability, MDPI, vol. 10(11), pages 1-19, October.
    7. Shen, Zhiyang & Wang, Songkai & Boussemart, Jean-Philippe & Hao, Yu, 2022. "Digital transition and green growth in Chinese agriculture," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    8. Melia, Elvis, 2020. "African jobs in the digital era: Export options with a focus on online labour," IDOS Discussion Papers 3/2020, German Institute of Development and Sustainability (IDOS).
    9. Wanglin Ma & Peng Nie & Pei Zhang & Alan Renwick, 2020. "Impact of Internet use on economic well‐being of rural households: Evidence from China," Review of Development Economics, Wiley Blackwell, vol. 24(2), pages 503-523, May.
    10. Min, Shi & Liu, Min & Huang, Jikun, 2020. "Does the application of ICTs facilitate rural economic transformation in China? Empirical evidence from the use of smartphones among farmers," Journal of Asian Economics, Elsevier, vol. 70(C).
    11. Uwe Deichmann & Aparajita Goyal & Deepak Mishra, 2016. "Will digital technologies transform agriculture in developing countries?," Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 21-33, November.
    12. Qianqian Chen & Chao Zhang & Ruifa Hu & Shengyang Sun, 2022. "Can Information from the Internet Improve Grain Technical Efficiency? New Evidence from Rice Production in China," Agriculture, MDPI, vol. 12(12), pages 1-16, December.
    13. Ma, W. & Grafton, Q. & Renwick, A., 2018. "Gender and Income Effects of Smartphone Use: The Case of Rural China," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277310, International Association of Agricultural Economists.
    14. Ullah, Ayat & Arshad, Muhammad & Kächele, Harald & Khan, Ayesha & Mahmood, Nasir & Müller, Klaus, 2020. "Information asymmetry, input markets, adoption of innovations and agricultural land use in Khyber Pakhtunkhwa, Pakistan," Land Use Policy, Elsevier, vol. 90(C).
    15. Yi Cai & Wene Qi & Famin Yi, 2023. "Smartphone use and willingness to adopt digital pest and disease management: Evidence from litchi growers in rural China," Agribusiness, John Wiley & Sons, Ltd., vol. 39(1), pages 131-147, January.
    16. Zhuo, Ni & Ji, Chen & Li, Baozhi & Zhu, Qibiao & Jin, Songqing, 2023. "Estimating the effects of new smartphone-based agricultural service adoption on agricultural productivity in Zhejiang Province," 2023 Annual Meeting, July 23-25, Washington D.C. 335635, Agricultural and Applied Economics Association.
    17. Paunov, Caroline & Rollo, Valentina, 2016. "Has the Internet Fostered Inclusive Innovation in the Developing World?," World Development, Elsevier, vol. 78(C), pages 587-609.
    18. Pallavi Rajkhowa & Matin Qaim, 2022. "Mobile phones, off‐farm employment and household income in rural India," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(3), pages 789-805, September.
    19. Kahsay, Goytom Abraha & Garcia, Nerea Turreira & Bosselmann, Aske Skovmand, 2023. "Mobile Internet Use and Climate Adaptation: Empirical Evidence from Vietnamese Coffee Farmers," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 48(3), September.
    20. Hongyun Zheng & Wanglin Ma, 2023. "Smartphone-based information acquisition and wheat farm performance: insights from a doubly robust IPWRA estimator," Electronic Commerce Research, Springer, vol. 23(2), pages 633-658, June.

    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:spr:elcore:v:22:y:2022:i:4:d:10.1007_s10660-020-09442-z. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.