IDEAS home Printed from https://ideas.repec.org/a/spr/soinre/v148y2020i2d10.1007_s11205-019-02210-z.html
   My bibliography  Save this article

Food Insecurity and Associated Socioeconomic Factors: Application of Rasch and Binary Logistic Models with Household Survey Data in Three Megacities in Indonesia

Author

Listed:
  • Vicka Kharisma

    (Tokyo Institute of Technology)

  • Naoya Abe

    (Tokyo Institute of Technology)

Abstract

The combination of rapid economic growth and urbanization, market dependency for food purchases, disposal of a significant portion of income to obtain food, and diverse dietary needs increase an urban household’s vulnerability to food insecurity. Hence, it is crucial to focus on urban food insecurity. Achieving urban food security is one of the development challenges in the twenty first century in most developing countries, including Indonesia. To examine this issue, a survey was conducted in Jakarta, Bandung, and Surabaya. The experience-based food security scale was adapted to measure the food security status in the study area. This scale assesses food insecurity over a 12-month recall period. This study aims to explore the food insecurity status and examine the factors that affect urban food insecurity of low-income households in three megacities. The random sampling technique was applied to collected data from 150 households of selected residential areas through paper-based questionnaire survey. Subsequently, the Rasch model was used to measure the food security status, finding that 27.4% of the participants were food insecure. A binary logistic regression was employed to identify main factors that influence the low-income urban household’s food security status in the study area. The significant predictors of urban food insecurity were also identified, including income, employment status, dependency ratio, a respondent’s urbanization status, and home ownership status. Therefore, an effective cross-sectoral policy intervention monitoring is needed to cope with the food insecurity issue both in regional and national levels of the country.

Suggested Citation

  • Vicka Kharisma & Naoya Abe, 2020. "Food Insecurity and Associated Socioeconomic Factors: Application of Rasch and Binary Logistic Models with Household Survey Data in Three Megacities in Indonesia," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 148(2), pages 655-679, April.
    • Handle: RePEc:spr:soinre:v:148:y:2020:i:2:d:10.1007_s11205-019-02210-z
    DOI: 10.1007/s11205-019-02210-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11205-019-02210-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/s11205-019-02210-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. World Bank, 2012. "PKH Conditional Cash Transfer," World Bank Publications - Reports 26697, The World Bank Group.
    2. Garrett, James L. & Ruel, Marie T., 1999. "Are Determinants of Rural and Urban Food Security and Nutritional Status Different? Some Insights from Mozambique," World Development, Elsevier, vol. 27(11), pages 1955-1975, November.
    3. Pangaribowo, Evita Hanie & Gerber, Nicolas & Torero, Maximo, 2013. "Food and Nutrition Security Indicators: A Review," Working Papers 147911, University of Bonn, Center for Development Research (ZEF).
    4. David McKenzie & Hillel Rapoport, 2010. "Self-Selection Patterns in Mexico-U.S. Migration: The Role of Migration Networks," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 811-821, November.
    5. Davis, James C. & Henderson, J. Vernon, 2003. "Evidence on the political economy of the urbanization process," Journal of Urban Economics, Elsevier, vol. 53(1), pages 98-125, January.
    6. Coleman-Jensen, Alisha & Nord, Mark & Andrews, Margaret S. & Carlson, Steven, 2011. "Household Food Security in the United States in 2010," Economic Research Report 118021, United States Department of Agriculture, Economic Research Service.
    7. Md. Mahmudul Alam & Chamhuri Siwar & Abu N.M. Wahid & Basri Abdul Talib, 2016. "Food Security And Low-Income Households In The Malaysian East Coast Economic Region: An Empirical Analysis," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 28(1), pages 2-15, March.
    8. Hastuti & Sudarno Sumarto & Asep Suryahadi & Sulton Mawardi & Bambang Sulaksono & Akhmadi & Silvia Devina & Rima Prama Artha & Ratna Dewi & Joni Saputra & Heri Rubianto & Laode Udin & Kate Weatherley , 2008. "The Effectiveness of the Raskin Program," Development Economics Working Papers 22530, East Asian Bureau of Economic Research.
    9. Lee Cronbach, 1951. "Coefficient alpha and the internal structure of tests," Psychometrika, Springer;The Psychometric Society, vol. 16(3), pages 297-334, September.
    10. Nord, Mark & Coleman-Jensen, Alisha & Gregory, Christian, 2014. "Prevalence of U.S. Food Insecurity Is Related to Changes in Unemployment, Inflation, and the Price of Food," Economic Research Report 262213, United States Department of Agriculture, Economic Research Service.
    11. Derek D. Headey, 2013. "The Impact of the Global Food Crisis on Self-Assessed Food Security," The World Bank Economic Review, World Bank, vol. 27(1), pages 1-27.
    12. Kelly Stamper Balistreri, 2016. "A Decade of Change: Measuring the Extent, Depth and Severity of Food Insecurity," Journal of Family and Economic Issues, Springer, vol. 37(3), pages 373-382, September.
    13. Jessica Ann Diehl & Kate Oviatt & Amanda Jennifer Chandra & Harpreet Kaur, 2019. "Household Food Consumption Patterns and Food Security among Low-Income Migrant Urban Farmers in Delhi, Jakarta, and Quito," Sustainability, MDPI, vol. 11(5), pages 1-18, March.
    14. Floro, Maria Sagrario & Bali Swain, Ranjula, 2013. "Food Security, Gender, and Occupational Choice among Urban Low-Income Households," World Development, Elsevier, vol. 42(C), pages 89-99.
    15. Abhijit V. Banerjee & Esther Duflo, 2007. "The Economic Lives of the Poor," Journal of Economic Perspectives, American Economic Association, vol. 21(1), pages 141-168, Winter.
    16. Peter Timmer, 2004. "Food Security in Indonesia: Current Challenges and the Long-Run Outlook," Working Papers 48, Center for Global Development.
    17. Coleman-Jensen, Alisha & Nord, Mark & Andrews, Margaret & Carlson, Steven, 2011. "Household Food Security in the United States in 2010: Statistical Supplement," Administrative Publications 292116, United States Department of Agriculture, Economic Research Service.
    18. Maitra, Chandana & Rao, D.S. Prasada, 2015. "Poverty–Food Security Nexus: Evidence from a Survey of Urban Slum Dwellers in Kolkata," World Development, Elsevier, vol. 72(C), pages 308-325.
    19. Kumar, Anjani & Bantilan, M.C.S. & Kumar, Praduman & Kumar, Sant & Jee, Shiv, 2012. "Food Security in India: Trends, Patterns and Determinants," Indian Journal of Agricultural Economics, Indian Society of Agricultural Economics, vol. 67(3), pages 1-19.
    20. Maxwell, Daniel, 1999. "The Political Economy of Urban Food Security in Sub-Saharan Africa," World Development, Elsevier, vol. 27(11), pages 1939-1953, November.
    21. Jackeline Velazco & Ramon Ballester, 2016. "Food Access and Shocks in Rural Households: Evidence from Bangladesh and Ethiopia," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 129(2), pages 527-549, November.
    22. Coleman-Jensen, Alisha & Nord, Mark & Andrews, Margaret S. & Carlson, Steven, 2011. "Household Food Security in the United States in 2011," Economic Research Report 134715, United States Department of Agriculture, Economic Research Service.
    23. Ravallion, Martin, 2012. "Poor, or just feeling poor ? on using subjective data in measuring poverty," Policy Research Working Paper Series 5968, The World Bank.
    24. Bartfeld, Judi & Dunifon, Rachel & Nord, Mark & Carlson, Steven, 2006. "What Factors Account for State-to-State Differences in Food Security?," Economic Information Bulletin 7086, United States Department of Agriculture, Economic Research Service.
    25. Muzi Na & Alden L. Gross & Lee S. F. Wu & Bess L. Caswell & Sameera A. Talegawkar & Amanda C. Palmer, 2016. "Internal validity of the Food Access Survey Tool in assessing household food insecurity in rural Zambia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 8(3), pages 679-688, June.
    26. Chandana Maitra, 2014. "Going Beyond Calories – Looking At Experiential Food Insecurity In Urban Slum Households In Kolkata," Discussion Papers Series 523, School of Economics, University of Queensland, Australia.
    27. Haddad, Lawrence & Kennedy, Eileen & Sullivan, Joan, 1994. "Choice of indicators for food security and nutrition monitoring," Food Policy, Elsevier, vol. 19(3), pages 329-343, June.
    28. Kilian Nasung Atuoye & Roger Antabe & Yujiro Sano & Isaac Luginaah & Jason Bayne, 2019. "Household Income Diversification and Food Insecurity in the Upper West Region of Ghana," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 144(2), pages 899-920, July.
    29. Kaufman, Leslie & Karpati, Adam, 2007. "Understanding the sociocultural roots of childhood obesity: Food practices among Latino families of Bushwick, Brooklyn," Social Science & Medicine, Elsevier, vol. 64(11), pages 2177-2188, June.
    30. Renuka Mahadevan & Vincent Hoang, 2016. "Is There a Link Between Poverty and Food Security?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 128(1), pages 179-199, August.
    31. Huck-ju Kwon & Woo-rim Kim, 2015. "The Evolution of Cash Transfers in Indonesia: Policy Transfer and National Adaptation," Asia and the Pacific Policy Studies, Wiley Blackwell, vol. 2(2), pages 425-440, May.
    32. Oludele Akinloye Akinboade & Segun Adeyemi Adeyefa, 2018. "An Analysis of Variance of Food Security by its Main Determinants Among the Urban Poor in the City of Tshwane, South Africa," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 137(1), pages 61-82, May.
    33. Harris, John R & Todaro, Michael P, 1970. "Migration, Unemployment & Development: A Two-Sector Analysis," American Economic Review, American Economic Association, vol. 60(1), pages 126-142, March.
    34. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    35. Primrose Zama Ngema & Melusi Sibanda & Lovemore Musemwa, 2018. "Household Food Security Status and Its Determinants in Maphumulo Local Municipality, South Africa," Sustainability, MDPI, vol. 10(9), pages 1-23, September.
    36. Zhou, Yuan & Staatz, John, 2016. "Projected demand and supply for various foods in West Africa: Implications for investments and food policy," Food Policy, Elsevier, vol. 61(C), pages 198-212.
    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. Hanna Dudek & Joanna Myszkowska-Ryciak, 2022. "Food Insecurity in Central-Eastern Europe: Does Gender Matter?," Sustainability, MDPI, vol. 14(9), pages 1-18, April.
    2. Emma Beacom & Sinéad Furey & Lynsey Hollywood & Paul Humphreys, 2022. "Food Insecurity Measurement: Stakeholder Comparisons of the EU-SILC and HFSSM Indicators and Considerations Towards the Usefulness of a Headline Indicator," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 162(3), pages 1021-1041, August.

    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. Maitra, Chandana & Rao, D.S. Prasada, 2015. "Poverty–Food Security Nexus: Evidence from a Survey of Urban Slum Dwellers in Kolkata," World Development, Elsevier, vol. 72(C), pages 308-325.
    2. Chandana Maitra & Sriram Shankar & D.S. Prasada Rao, 2016. "Income Poor or Calorie Poor? Who should get the Subsidy?," Discussion Papers Series 564, School of Economics, University of Queensland, Australia.
    3. Coleman-Jensen, Alisha & Rabbitt, Matthew P & Gregory, Christian A & Singh, Anita, 2021. "Household Food Security in the United States in 2020," Economic Research Report 327186, United States Department of Agriculture, Economic Research Service.
    4. Floro, Maria Sagrario & Bali Swain, Ranjula, 2013. "Food Security, Gender, and Occupational Choice among Urban Low-Income Households," World Development, Elsevier, vol. 42(C), pages 89-99.
    5. Muhammad Masood Azeem & Amin W. Mugera & Steven Schilizzi & Kadambot H. M. Siddique, 2017. "An Assessment of Vulnerability to Poverty in Punjab, Pakistan: Subjective Choices of Poverty Indicators," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 134(1), pages 117-152, October.
    6. Chandana Maitra & Prasada Rao, 2014. "An Empirical Investigation into Measurement and Determinants of Food Security in Slums of Kolkata," Discussion Papers Series 531, School of Economics, University of Queensland, Australia.
    7. Vial, Virginie & Hanoteau, Julien, 2015. "Returns to Micro-Entrepreneurship in an Emerging Economy: A Quantile Study of Entrepreneurial Indonesian Households’ Welfare," World Development, Elsevier, vol. 74(C), pages 142-157.
    8. Zhong, Danruo & Gunnar, Megan R. & Kelly, Aaron S. & French, Simone & Sherwood, Nancy E. & Berge, Jerica M. & Kunin-Batson, Alicia, 2022. "Household food insecurity and obesity risk in preschool-aged children: A three-year prospective study," Social Science & Medicine, Elsevier, vol. 307(C).
    9. Debra L. Brucker & Sophie Mitra & Navena Chaitoo & Joseph Mauro, 2015. "More Likely to Be Poor Whatever the Measure: Working-Age Persons with Disabilities in the United States," Social Science Quarterly, Southwestern Social Science Association, vol. 96(1), pages 273-296, March.
    10. repec:mpr:mprres:8084 is not listed on IDEAS
    11. Millimet, Daniel L. & McDonough, Ian K. & Fomby, Thomas B., 2015. "Financial Literacy and Food Security in Extremely Vulnerable Households," IZA Discussion Papers 9103, Institute of Labor Economics (IZA).
    12. Broussard, Nzinga H., 2019. "What explains gender differences in food insecurity?," Food Policy, Elsevier, vol. 83(C), pages 180-194.
    13. Craig Gundersen & Emily Engelhard & Elaine Waxman, 2014. "Map the Meal Gap: Exploring Food Insecurity at the Local Level," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 36(3), pages 373-386.
    14. Brent Kreider & John V. Pepper & Craig Gundersen & Dean Jolliffe, 2012. "Identifying the Effects of SNAP (Food Stamps) on Child Health Outcomes When Participation Is Endogenous and Misreported," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 107(499), pages 958-975, September.
    15. Nord, Mark, 2012. "Assessing Potential Technical Enhancements to the U.S. Household Food Security Measures," Technical Bulletins 142549, United States Department of Agriculture, Economic Research Service.
    16. Abbas, Syed Ali & Selvanathan, Saroja & Selvanathan, Eliyathamby A., 2023. "Structural transformation, urbanization, and remittances in developing countries: A panel VAR analysis," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 55-69.
    17. Gao, Xiang & Ishdorj, Ariun & Higgins, Lindsey M., 2012. "Impact of the National School Lunch Program on Children’s Food Security," 2012 Annual Meeting, February 4-7, 2012, Birmingham, Alabama 119778, Southern Agricultural Economics Association.
    18. Peter Jacques, 2015. "Civil society, corporate power, and food security: counter-revolutionary efforts that limit social change," Journal of Environmental Studies and Sciences, Springer;Association of Environmental Studies and Sciences, vol. 5(3), pages 432-444, September.
    19. McGuire, Julia, 2014. "Social ecological food systems: Lessons from Maine dairy networks," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170130, Agricultural and Applied Economics Association.
    20. Yosuke Munesue & Toshihiko Masui & Takesato Fushima, 2015. "The effects of reducing food losses and food waste on global food insecurity, natural resources, and greenhouse gas emissions," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 17(1), pages 43-77, January.
    21. Lindgren, Mattias, 2015. "The elusive quest for the subsistence line How much does the cost of survival vary between populations?," MPRA Paper 73891, University Library of Munich, Germany.

    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:soinre:v:148:y:2020:i:2:d:10.1007_s11205-019-02210-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.