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Can mobile phones improve nutrition among pastoral communities? Panel data evidence from Northern Kenya

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  • Martin C. Parlasca
  • Oliver Mußhoff
  • Matin Qaim

Abstract

The digital revolution and the ongoing dissemination of mobile phones carry several prospects for smallholder farmers in sub‐Saharan Africa. Food insecurity and low dietary quality remain major issues among African smallholders. Mobile phones could potentially facilitate access to food markets and thus improve food security and nutrition, but research on such types of effects remains scarce. In this study, we analyze whether mobile phones improve dietary quality among pastoral communities in Northern Kenya. We use six rounds of household panel data covering the period between 2009 and 2015. During this period, mobile phone ownership in the sample increased from less than 30% to more than 70%. Regression models with household fixed effects allow robust estimation while reducing potential issues of unobserved heterogeneity. The estimates show that mobile phone adoption and use are positively and significantly associated with dietary diversity. The effects are particularly large for frequent mobile phone users. We also examine the underlying mechanisms. Mobile phone use improves dietary diversity mainly through better access to purchased foods. These results encourage the promotion of mobile phone technologies as a valuable tool for nutritional improvements, especially in remote rural settings with poor access to food markets.

Suggested Citation

  • Martin C. Parlasca & Oliver Mußhoff & Matin Qaim, 2020. "Can mobile phones improve nutrition among pastoral communities? Panel data evidence from Northern Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 51(3), pages 475-488, May.
  • Handle: RePEc:bla:agecon:v:51:y:2020:i:3:p:475-488
    DOI: 10.1111/agec.12566
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    1. Samuel Mburu & Steffen Otterbach & Alfonso Sousa-Poza & Andrew Mude, 2017. "Income and Asset Poverty among Pastoralists in Northern Kenya," Journal of Development Studies, Taylor & Francis Journals, vol. 53(6), pages 971-986, June.
    2. Kalle Hirvonen & John Hoddinott, 2017. "Agricultural production and children's diets: evidence from rural Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 48(4), pages 469-480, July.
    3. Enoch M Kikulwe & Elisabeth Fischer & Matin Qaim, 2014. "Mobile Money, Smallholder Farmers, and Household Welfare in Kenya," PLOS ONE, Public Library of Science, vol. 9(10), pages 1-13, October.
    4. Tadesse, Getaw & Bahiigwa, Godfrey, 2015. "Mobile Phones and Farmers’ Marketing Decisions in Ethiopia," World Development, Elsevier, vol. 68(C), pages 296-307.
    5. Aker, Jenny C. & Ksoll, Christopher, 2016. "Can mobile phones improve agricultural outcomes? Evidence from a randomized experiment in Niger," Food Policy, Elsevier, vol. 60(C), pages 44-51.
    6. Andrew Mude & Robert Ouma & Erin Lentz, 2012. "Responding to Food Insecurity: Employing the Market Information and Food Insecurity Response Analysis Framework in Rural Northern Kenya," Journal of Development Studies, Taylor & Francis Journals, vol. 48(12), pages 1731-1749, December.
    7. Sibhatu, Kibrom T. & Qaim, Matin, 2018. "Review: Meta-analysis of the association between production diversity, diets, and nutrition in smallholder farm households," Food Policy, Elsevier, vol. 77(C), pages 1-18.
    8. Kibrom T. Sibhatu & Matin Qaim, 2018. "Farm production diversity and dietary quality: linkages and measurement issues," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 10(1), pages 47-59, February.
    9. Eduardo Nakasone & Maximo Torero, 2016. "A text message away: ICTs as a tool to improve food security," Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 49-59, November.
    10. Bester, C. Alan & Hansen, Christian B., 2016. "Grouped effects estimators in fixed effects models," Journal of Econometrics, Elsevier, vol. 190(1), pages 197-208.
    11. Grace, Kathryn & Brown, Molly & McNally, Amy, 2014. "Examining the link between food prices and food insecurity: A multi-level analysis of maize price and birthweight in Kenya," Food Policy, Elsevier, vol. 46(C), pages 56-65.
    12. Jonathan Davies & Richard Bennett, 2007. "Livelihood adaptation to risk: Constraints and opportunities for pastoral development in Ethiopia's Afar region," Journal of Development Studies, Taylor & Francis Journals, vol. 43(3), pages 490-511.
    13. William Jack & Tavneet Suri, 2014. "Risk Sharing and Transactions Costs: Evidence from Kenya's Mobile Money Revolution," American Economic Review, American Economic Association, vol. 104(1), pages 183-223, January.
    14. Diether W. Beuermann & Christopher McKelvey & Renos Vakis, 2012. "Mobile Phones and Economic Development in Rural Peru," Journal of Development Studies, Taylor & Francis Journals, vol. 48(11), pages 1617-1628, November.
    15. Joanna B. Upton & Jennifer Denno Cissé & Christopher B. Barrett, 2016. "Food security as resilience: reconciling definition and measurement," Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 135-147, November.
    16. Eduardo Nakasone & Maximo Torero & Bart Minten, 2014. "The Power of Information: The ICT Revolution in Agricultural Development," Annual Review of Resource Economics, Annual Reviews, vol. 6(1), pages 533-550, October.
    17. Giacomo Zanello, 2012. "Mobile Phones and Radios: Effects on Transactions Costs and Market Participation for Households in Northern Ghana," Journal of Agricultural Economics, Wiley Blackwell, vol. 63(3), pages 694-714, September.
    18. Jones, Andrew D. & Shrinivas, Aditya & Bezner-Kerr, Rachel, 2014. "Farm production diversity is associated with greater household dietary diversity in Malawi: Findings from nationally representative data," Food Policy, Elsevier, vol. 46(C), pages 1-12.
    19. Sekabira, Haruna & Qaim, Matin, 2017. "Can Mobile Phones Improve Gender Equality and Nutrition? Panel Data Evidence from Farm Households in Uganda," GlobalFood Discussion Papers 256215, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    20. William Greene, 2004. "The behaviour of the maximum likelihood estimator of limited dependent variable models in the presence of fixed effects," Econometrics Journal, Royal Economic Society, vol. 7(1), pages 98-119, June.
    21. Jenny C. Aker & Isaac M. Mbiti, 2010. "Mobile Phones and Economic Development in Africa," Journal of Economic Perspectives, American Economic Association, vol. 24(3), pages 207-232, Summer.
    22. Ng’ang’a, Stanley Karanja & Bulte, Erwin H. & Giller, Ken E. & Ndiwa, Nicholas N. & Kifugo, Shem C. & McIntire, John M. & Herrero, Mario & Rufino, Mariana C., 2016. "Livestock wealth and social capital as insurance against climate risk: A case study of Samburu County in Kenya," Agricultural Systems, Elsevier, vol. 146(C), pages 44-54.
    23. Muto, Megumi & Yamano, Takashi, 2009. "The Impact of Mobile Phone Coverage Expansion on Market Participation: Panel Data Evidence from Uganda," World Development, Elsevier, vol. 37(12), pages 1887-1896, December.
    24. Bauer, Jan M. & Mburu, Samuel, 2017. "Effects of drought on child health in Marsabit District, Northern Kenya," Economics & Human Biology, Elsevier, vol. 24(C), pages 74-79.
    25. Sekabira, Haruna & Qaim, Matin, 2017. "Can mobile phones improve gender equality and nutrition? Panel data evidence from farm households in Uganda," Food Policy, Elsevier, vol. 73(C), pages 95-103.
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    3. Muthini, Davis & Nzuma, Jonathan & Qaim, Matin, 2020. "Subsistence production, markets, and dietary diversity in the Kenyan small farm sector," Food Policy, Elsevier, vol. 97(C).
    4. Omid Zamani & Thomas Bittmann & Jens‐Peter Loy, 2024. "Does the internet bring food prices closer together? Exploring search engine query data in Iran," Journal of Agricultural Economics, Wiley Blackwell, vol. 75(2), pages 688-715, June.
    5. Martin C. Parlasca, 2021. "A vital technology: Review of the literature on mobile phone use among pastoralists," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(4), pages 780-799, May.
    6. Jiexi Shen & Zhanguo Zhu & Matin Qaim & Shenggen Fan & Xu Tian, 2023. "E‐commerce improves dietary quality of rural households in China," Agribusiness, John Wiley & Sons, Ltd., vol. 39(S1), pages 1495-1511, December.
    7. Enock Siankwilimba & Chisoni Mumba & Bernard Mudenda Hang’ombe & Joshua Munkombwe & Jacqueline Hiddlestone-Mumford & Munyaradzi A. Dzvimbo & Md Enamul Hoque, 2024. "Bioecosystems towards sustainable agricultural extension delivery: effects of various factors," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(9), pages 21801-21843, September.
    8. Jung, Suhyun & Rogers, Martha, 2024. "Mobile phone adoption, deforestation, and agricultural land use in Uganda," World Development, Elsevier, vol. 179(C).
    9. Zheng, Hongyun & Ma, Wanglin, 2023. "Impact of agricultural commercialization on dietary diversity and vulnerability to poverty: Insights from Chinese rural households," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 558-569.
    10. Elijah N. Muange & Marther W. Ngigi, 2021. "Dietary quality and overnutrition among adults in Kenya: what role does ICT play?," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(4), pages 1013-1028, August.
    11. Zhang, Lixia & Li, Shaoting & Ren, Yanjun, 2024. "Does internet use benefit the mental health of older adults? Empirical evidence from the China health and retirement longitudinal study," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 10(3), pages 1-15.
    12. Sikhulumile Sinyolo & Catherine Ndinda & Conrad Murendo & Sithembile A. Sinyolo & Mudzunga Neluheni, 2020. "Access to Information Technologies and Consumption of Fruits and Vegetables in South Africa: Evidence from Nationally Representative Data," IJERPH, MDPI, vol. 17(13), pages 1-17, July.
    13. Michels, Marius & Musshoff, Oliver, 2021. "Timing of Smartphone Adoption in Agriculture: A Tobit Regression Analysis," 2021 Conference, August 17-31, 2021, Virtual 315358, International Association of Agricultural Economists.

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