IDEAS home Printed from https://ideas.repec.org/a/spr/ssefpa/v14y2022i1d10.1007_s12571-021-01200-9.html
   My bibliography  Save this article

A latent growth curve modelling approach to seasonal and spatial dynamics of food security heterogeneities in rural Lake Naivasha Basin, Kenya

Author

Listed:
  • Maria Sassi

    (University of Pavia)

  • Gopal Trital

    (University of Pavia)

Abstract

The increasing complexity of food insecurity, malnutrition, and chronic poverty faced by Sub-Saharan Africa warrants urgent categorisation and tracking of household food security along both temporal and spatial dimensions. This will help to effectively target, monitor and evaluate population-level programs and specific interventions aimed at addressing food insecurity. Traditional longitudinal analysis does not address the dynamics of inter- and intrahousehold heterogeneities within the seasonal and spatial context of household-level food security. This study is the first to overcome such limitations by adopting a multi-group piecewise latent growth curve model in the analysis of the food security situation in a statistically representative sample of 601 households involved in subsistence and cut-flower commercial agriculture, around Lake Naivasha. We considered food security as a latent concept, which manifests as food security outcomes in our primary longitudinal dataset from March 2018 to January 2019. Our analysis highlights the temporal and spatial dynamics of food security and advances new evidence on inter- and intrahousehold heterogeneities in food security across different seasons for the subsistence and commercial farming clusters. These heterogeneities were demonstrated primarily during the hunger season from March to June, and persisted in both the clusters and across months, albeit with different intensities. Moreover, our results indicate the importance of commercial agriculture in achieving food security in the hunger season. Our study suggests the need of a multidisciplinary approach to food security and the introduction of well-coordinated interventions for the development of subsistence and commercial agriculture considering the seasonal and cluster-level specificities.

Suggested Citation

  • Maria Sassi & Gopal Trital, 2022. "A latent growth curve modelling approach to seasonal and spatial dynamics of food security heterogeneities in rural Lake Naivasha Basin, Kenya," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 14(1), pages 111-125, February.
    • Handle: RePEc:spr:ssefpa:v:14:y:2022:i:1:d:10.1007_s12571-021-01200-9
    DOI: 10.1007/s12571-021-01200-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s12571-021-01200-9
    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/s12571-021-01200-9?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. Per Pinstrup-Andersen, 2013. "Can Agriculture Meet Future Nutrition Challenges?," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 25(1), pages 5-12, February.
    2. Franklin Simtowe & Hugo Groote, 2021. "Seasonal participation in maize markets in Zambia: Do agricultural input subsidies and gender matter?," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(1), pages 141-155, February.
    3. Alessandro Romeo & Janice Meerman & Mulat Demeke & Antonio Scognamillo & Solomon Asfaw, 2016. "Linking farm diversification to household diet diversification: evidence from a sample of Kenyan ultra-poor farmers," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 8(6), pages 1069-1085, December.
    4. Maurice Mutisya & Moses W. Ngware & Caroline W. Kabiru & Ngianga-bakwin Kandala, 2016. "The effect of education on household food security in two informal urban settlements in Kenya: a longitudinal analysis," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 8(4), pages 743-756, August.
    5. Delfin Go & Denis Nikitin & Xiongjian Wang & Heng-fu Zou, 2007. "Poverty and Inequality in Sub-Saharan Africa: Literature Survey and Empirical Assessment," Annals of Economics and Finance, Society for AEF, vol. 8(2), pages 251-304, November.
    6. Brander, Michael & Bernauer, Thomas & Huss, Matthias, 2021. "Improved on-farm storage reduces seasonal food insecurity of smallholder farmer households – Evidence from a randomized control trial in Tanzania," Food Policy, Elsevier, vol. 98(C).
    7. Maria Sassi, 2018. "Understanding Food Insecurity," Springer Books, Springer, number 978-3-319-70362-6, September.
    8. Mahamadou Roufahi Tankari, 2017. "Cash crops reduce the welfare of farm households in Senegal," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 9(5), pages 1105-1115, October.
    9. Elisabetta Aurino & Sharon Wolf & Edward Tsinigo, 2020. "Household food insecurity and early childhood development: Longitudinal evidence from Ghana," PLOS ONE, Public Library of Science, vol. 15(4), pages 1-19, April.
    10. Tadesse Kuma & Mekdim Dereje & Kalle Hirvonen & Bart Minten, 2019. "Cash Crops and Food Security: Evidence from Ethiopian Smallholder Coffee Producers," Journal of Development Studies, Taylor & Francis Journals, vol. 55(6), pages 1267-1284, June.
    11. Wim Marivoet & Elodie Becquey & Bjorn Campenhout, 2019. "How well does the Food Consumption Score capture diet quantity, quality and adequacy across regions in the Democratic Republic of the Congo (DRC)?," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(5), pages 1029-1049, October.
    12. Maria Sassi, 2019. "Seasonality and Nutrition-Sensitive Agriculture in Kenya: Evidence from Mixed-Methods Research in Rural Lake Naivasha Basin," Sustainability, MDPI, vol. 11(22), pages 1-19, November.
    13. Govereh, Jones & Jayne, T. S., 2003. "Cash cropping and food crop productivity: synergies or trade-offs?," Agricultural Economics, Blackwell, vol. 28(1), pages 39-50, January.
    14. Abu Hayat Md. Saiful Islam & Joachim Braun & Andrew L. Thorne-Lyman & Akhter U. Ahmed, 2018. "Farm diversification and food and nutrition security in Bangladesh: empirical evidence from nationally representative household panel data," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 10(3), pages 701-720, June.
    15. Stephen Devereux & Christophe Béné & John Hoddinott, 2020. "Conceptualising COVID-19’s impacts on household food security," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(4), pages 769-772, August.
    16. Chanyalew Seyoum Aweke & Edward Lahiff & Jemal Yousuf Hassen, 2020. "The contribution of agriculture to household dietary diversity: evidence from smallholders in East Hararghe, Ethiopia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(3), pages 625-636, June.
    17. Olufemi Daniel Bolarinwa & Kolawole Ogundari & Adebayo B. Aromolaran, 2020. "Intertemporal evaluation of household food security and its determinants: evidence from Rwanda," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(1), pages 179-189, February.
    18. Maria Sassi, 2015. "Seasonality and Trends in Child Malnutrition: Time-Series Analysis of Health Clinic Data from the Dowa District of Malawi," Journal of Development Studies, Taylor & Francis Journals, vol. 51(12), pages 1667-1682, December.
    19. Vaitla, Bapu & Coates, Jennifer & Glaeser, Laura & Hillbruner, Christopher & Biswal, Preetish & Maxwell, Daniel, 2017. "The measurement of household food security: Correlation and latent variable analysis of alternative indicators in a large multi-country dataset," Food Policy, Elsevier, vol. 68(C), pages 193-205.
    20. Oecd, 2009. "Climate Change and Africa," OECD Journal: General Papers, OECD Publishing, vol. 2009(1), pages 5-35.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jun-Hong Chen & Chi-Fang Wu & Minchao Jin, 2023. "How are Income and Assets Associated with Food Insecurity? An Application of the Growth Mixture Modeling," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 165(3), pages 959-973, February.

    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. Maria Sassi, 2019. "Seasonality and Nutrition-Sensitive Agriculture in Kenya: Evidence from Mixed-Methods Research in Rural Lake Naivasha Basin," Sustainability, MDPI, vol. 11(22), pages 1-19, November.
    2. Maria Sassi, 2020. "A SEM Approach to the Direct and Indirect Links between WaSH Services and Access to Food in Countries in Protracted Crises: The Case of Western Bahr-el-Ghazal State, South Sudan," Sustainability, MDPI, vol. 12(22), pages 1-13, November.
    3. Vu, Khoa & Vuong, Nguyen Dinh Tuan & Vu-Thanh, Tu-Anh & Nguyen, Anh Ngoc, 2022. "Income shock and food insecurity prediction Vietnam under the pandemic," World Development, Elsevier, vol. 153(C).
    4. Maria Sassi & Gopal Trital & Poushali Bhattacharjee, 2022. "Beyond the Annual and Aggregate Measurement of Household Inequality: The Case Study of Lake Naivasha Basin, Kenya," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(1), pages 387-408, February.
    5. Sékou Amadou Traoré & Christoph Reiber & Bekele Megersa & Anne Valle Zárate, 2018. "Contribution of cattle of different breeds to household food security in southern Mali," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 10(3), pages 549-560, June.
    6. Muhammed Abdella Usman & Daniel Callo-Concha, 2021. "Does market access improve dietary diversity and food security? Evidence from Southwestern Ethiopian smallholder coffee producers," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 9(1), pages 1-21, December.
    7. Abedin, Naveen & Haque, Samiul, 2021. "Effectiveness of agricultural diversification in promoting food security," 2021 Annual Meeting, August 1-3, Austin, Texas 313967, Agricultural and Applied Economics Association.
    8. Haruna Sekabira & Shamim Nalunga, 2020. "Farm Production Diversity: Is It Important for Dietary Diversity? Panel Data Evidence from Uganda," Sustainability, MDPI, vol. 12(3), pages 1-21, January.
    9. Theresa Tendai Rubhara & Maxwell Mudhara & Oluwaseun Samuel Oduniyi & Michael Akwasi Antwi, 2020. "Impacts of Cash Crop Production on Household Food Security for Smallholder Farmers: A Case of Shamva District, Zimbabwe," Agriculture, MDPI, vol. 10(5), pages 1-11, May.
    10. Olowogbon, S.T. & Fakayode, S.B., 2013. "Commercializing Agriculture in Africa: The Environmental, Health and Safety Implications and the Way Forward," 2013 Fourth International Conference, September 22-25, 2013, Hammamet, Tunisia 161623, African Association of Agricultural Economists (AAAE).
    11. Raoul Herrmann & Ephraim Nkonya & Anja Faße, 2018. "Food value chain linkages and household food security in Tanzania," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 10(4), pages 827-839, August.
    12. Jun-Hong Chen & Chi-Fang Wu & Minchao Jin, 2023. "How are Income and Assets Associated with Food Insecurity? An Application of the Growth Mixture Modeling," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 165(3), pages 959-973, February.
    13. Mahamadou Roufahi Tankari, 2017. "Cash crops reduce the welfare of farm households in Senegal," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 9(5), pages 1105-1115, October.
    14. Maria Sassi, 2022. "Determinants of Household Nutrition Security in Countries in Protracted Crisis: Evidence from South Sudan," Sustainability, MDPI, vol. 14(8), pages 1-19, April.
    15. Proscovia Renzaho Ntakyo & Marrit Berg, 2019. "Effect of market production on rural household food consumption: evidence from Uganda," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(5), pages 1051-1070, October.
    16. Maria Sassi, 2020. "Evidence of Between- and Within-Household Child Nutrition Inequality in Malawi: Does the Gender of the Household Head Matter?," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 32(1), pages 28-50, January.
    17. Tesfaye, Wondimagegn, 2022. "Crop diversification and child malnutrition in rural Ethiopia: Impacts and Pathways," Food Policy, Elsevier, vol. 113(C).
    18. Sekabira, Haruna & Nalunga, Shamim & Umwungerimwiza, Yves Didier & Nazziwa, Lydia & Ddungu, Stanley Peter, 2021. "Household Farm Production Diversity and Micronutrient Intake: Where Are the Linkages? Panel Data Evidence from Uganda," 2021 Conference, August 17-31, 2021, Virtual 315013, International Association of Agricultural Economists.
    19. Sikhulumile Sinyolo & Conrad Murendo & Admire Mutsa Nyamwanza & Sithembile Amanda Sinyolo & Catherine Ndinda & Chijioke Osinachi Nwosu, 2021. "Farm Production Diversification and Dietary Diversity among Subsistence Farming Households: Panel Data Evidence from South Africa," Sustainability, MDPI, vol. 13(18), pages 1-14, September.
    20. Jiliang Ma & Jiajia Qu & Nawab Khan & Huijie Zhang, 2022. "Towards Sustainable Agricultural Development for Edible Beans in China: Evidence from 848 Households," Sustainability, MDPI, vol. 14(15), pages 1-14, July.

    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:ssefpa:v:14:y:2022:i:1:d:10.1007_s12571-021-01200-9. 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.