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Effects of access to credit and income on dietary diversity in Ghana

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Abstract

While the relationship between income and food security is well established, a case for the effect of credit on food security remains rather limited. This study examined the relationship between dietary diversity and household income and access to credit. We used the Food Diversity Index and Food Consumption Score to proxy dietary diversity. The fourth and fifth rounds of the Ghana Living Standards Survey, with respective sample sizes of 5779 and 8312 households, were used for the analysis. We applied an instrumental variable estimation technique to address the endogeneity between household nutritional status and income/credit. Results from both surveys showed that access to credit contributes to the consumption of a diversified diet in Ghana. Also, the results corroborated the expected positive relationship between income and dietary diversity. We recommend that, in addition to creating ways to generate income, an effort should be made to make the environment in Ghana and elsewhere more conducive to the activities of micro-credit institutions. This could be done by encouraging microfinance institutions in rural areas through tax exemptions and financial support systems.

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Notes

  1. Based on the Bank of Ghana’s (BoG) interbank exchange rate on 29th December 1999 (BOG 1999)

  2. Based on the BOG’s interbank exchange rate on 29th December 2006 (BoG 2006)

References

  • Adjognon, S. G., Liverpool-Tasie, L. S. O., & Reardon, T. A. (2017). Agricultural input credit in sub-Saharan Africa: Telling myth from facts. Food Policy, 67, 93–105.

    Article  Google Scholar 

  • Afful, C. F., Hejkrlík, J., & Doucha, T. (2015). Rural banking in Ghana and its impact on rural farmers. Case study of the Birim South District, Ghana. Asian Social Science, 11(25), 101.

    Google Scholar 

  • Alhazmi, A., Stojanovski, E., McEvoy, M., Brown, W., & Garg, M. L. (2014). Diet quality score is a predictor of type 2 diabetes risk in women: The Australian longitudinal study on Women's health. British Journal of Nutrition, 112(6), 945–951.

    Article  CAS  Google Scholar 

  • Allen, L. H., Black, A. K., Backstrand, J. R., Pelto, G. H., Ely, R. D., Molina, E., & Chávez, A. (1991). An analytical approach for exploring the importance of dietary quality versus quantity in the growth of Mexican children. Food and Nutrition Bulletin, 13(2), 95–104.

    Article  Google Scholar 

  • Annim, S. K., Dasmani, I., & Armah, M. (2011). Does Access and Use of Financial Service Smoothen Household Food Consumption? (No. 29278) Munich Personal RePEc Archive.

  • Arimond, M., & Ruel, M. T. (2002). Progress in developing an infant and child feeding index: An example using the Ethiopia demographic and health survey 2000. FCND Discussion Paper (No. 143). International Food Policy Research Institute, Washington DC.

  • Aromolaran, A. B. (2004). Intra-household redistribution of income and calorie consumption in south-western Nigeria (No. 890). Yale University Economic Growth Center Discussion Paper.

  • Aromolaran, A. B. (2010). Does increase in women's income relative to men's income increase food calorie intake in poor households? Evidence from Nigeria. Agricultural Economics, 41(3–4), 239–249.

    Article  Google Scholar 

  • Bandoh, D. A., & Kenu, E. (2017). Dietary diversity and nutritional adequacy of under-fives in a fishing community in the central region of Ghana. BMC Nutrition, 3(1), 2.

    Article  Google Scholar 

  • Bhargava, A., Bouis, H. E., & Scrimshaw, N. S. (2001). Dietary intakes and socioeconomic factors are associated with the haemoglobin concentration of Bangladeshi women. The Journal of Nutrition, 131(3), 758–764.

    Article  CAS  Google Scholar 

  • Bocher, T. F., Alemu, B. A., & Kelbore, Z. G. (2017). Does access to credit improve household welfare? Evidence from Ethiopia using endogenous regime switching regression. African Journal of Economic and Management Studies, 8(1), 51–65.

    Article  Google Scholar 

  • Bank of Ghana (BoG). (1999). Daily Interbank FX Rates. Retrieved from https://www.bog.gov.gh/markets/dailyinterbank-fx-rates. Accessed 10 Sept 2017.

  • Bank of Ghana (BoG). (2006). Daily Interbank FX Rates. Retrieved from https://www.bog.gov.gh/markets/dailyinterbank-fx-rates. Accessed 10 Sept 2017.

  • Chandrasekhar, S., Aguayo, V. M., Krishna, V., & Nair, R. (2017). Household food insecurity and children's dietary diversity and nutrition in India. Evidence from the comprehensive nutrition survey in Maharashtra. Maternal & Child Nutrition, 13, e12447.

    Article  Google Scholar 

  • Charmarbagwala, R., Ranger, M., Waddington, H., & White, H. (2004). The Determinants of Child Health and Nutrition: A Meta-Analysis (No. 82087) IEG Working Paper.

  • Colen, L., Melo, P. C., Abdul-Salam, Y., Roberts, D., Mary, S., & Paloma, S. G. Y. (2018). Income elasticities for food, calories and nutrients across Africa: A meta-analysis. Food Policy, 77, 116–132.

    Article  Google Scholar 

  • Conklin, A. I., Monsivais, P., Khaw, K. T., Wareham, N. J., & Forouhi, N. G. (2016). Dietary diversity, diet cost, and incidence of type 2 diabetes in the United Kingdom: A prospective cohort study. PLoS Medicine, 13(7), e1002085.

    Article  Google Scholar 

  • d’Agostino, G., Scarlato, M., & Napolitano, S. (2017). Do cash transfer promote food security? The case of the south African child support Grant. Journal of African Economies, 27(4), 430–456.

    Article  Google Scholar 

  • Devereux, S. (2016). Social protection for enhanced food security in sub-Saharan Africa. Food Policy, 60, 52–62.

    Article  Google Scholar 

  • Diagne, A., & Zeller, M. (2001). Access to credit and its impact on welfare in Malawi (research report no. 116). International Food Policy Research Institute, Washington DC.

  • Dillon, A., McGee, K., & Oseni, G. (2015). Agricultural production, dietary diversity and climate variability. The Journal of Development Studies, 51(8), 976–995.

    Article  Google Scholar 

  • Eswaran, M., & Kotwal, A. (1990). Implications of credit constraints for risk behaviour in less developed economies. Oxford Economic Papers, 42(2), 473–482.

    Article  Google Scholar 

  • Fink, G., Jack, B. K., & Masiye, F. (2018). Seasonal liquidity, rural and labour markets and agricultural production (no. w24564). National Bureau of economic research.

  • Foltz, J. D. (2004). Credit market access and profitability in Tunisian agriculture. Agricultural Economics, 30(3), 229–240.

    Article  Google Scholar 

  • Frempong, R. B., & Annim, S. K. (2017). Dietary diversity and child malnutrition in Ghana. Heliyon, 3(5), e00298.

    Article  Google Scholar 

  • Gaiha, R., Kaicker, N., Imai, K. S., Kulkarni, V. S., & Thapa, G. (2012). Has dietary transition slowed down in India: An analysis based on 50th, 61st and 66th rounds of NSS (DP2012–15). Kobe: Research Institute for Economics and Business Administration.

  • Garrett, J. L. & Ruel, T. M. (1999). Are determinants of rural and urban food security and nutritional status different? Some insights from Mozambique. World Development, 27(11), 1955–1975.

  • Ghana Statistical Service (GSS). (2000). Ghana Living Standards Survey Report of the Fourth Round (GLSS 4). (Technical Report). Accra: Ghana Statistical Service.

  • Ghana Statistical Service (GSS), Ghana Health Service (GHS), and ICF International. (2015). Ghana demographic and health survey 2014. Rockville, Maryland, USA: GSS, GHS, and ICF International.

  • Ghana Statistical Service (GSS). (2008). Ghana Living Standards Survey Report of the Fifth Round (GLSS 5). (Technical Report). Accra: Ghana Statistical Service.

  • Gyimah, S. O. (2002). Ethnicity and infant mortality in sub-Saharan Africa: The case of Ghana. PSC Discussion Papers Series, 16(10), 1.

    Google Scholar 

  • Haghighatdoost, F., Sarrafzadegan, N., Mohammadifard, N., Sajjadi, F., Maghroon, M., Boshtam, M., Alikhasi, H., & Azadbakht, L. (2013). Healthy eating index and cardiovascular risk factors among Iranians. Journal of the American College of Nutrition, 32(2), 111–121.

    Article  CAS  Google Scholar 

  • Hatloy, A., Torheim, L. E., & Oshaug, A. (1998). Is food variety a good indicator of nutritional adequacy of the diet? A case study from an urban area in Mali, West Africa. European Journal of Clinical Nutrition, 52, 891–898.

    Article  CAS  Google Scholar 

  • Herforth, A., Lidder, P., & Gill, M. (2015). Strengthening the links between nutrition and health outcomes and agricultural research. Food Security, 7(3), 457–461.

    Article  Google Scholar 

  • Hjelm, L., & Dasori, Wuni. (2012). Ghana Comprehensive Food Security & Vulnerability Analysis, 2012. (technical report). Rome: World Food Programme.

  • Hoddinott, J., & Yohannes, Y. (2002). Dietary diversity as a food security indicator. Food Consumption and Nutrition Division Discussion Paper, 136, 2002.

    Google Scholar 

  • Honohan, P., & Beck, T. (2007). Making finance work for Africa (no 3886). Washington DC: World Bank Group.

    Book  Google Scholar 

  • Hopkins, J., Levin, C., & Haddad, L. (1994). Women's income and household expenditure patterns: Gender or flow? Evidence from Niger. American Journal of Agricultural Economics, 76(5), 1219–1225.

    Article  Google Scholar 

  • Imai, K. S., & Azam, M. S. (2012). Does microfinance reduce poverty in Bangladesh? New evidence from household panel data. The Journal of Development Studies, 48(5), 633–653.

    Article  Google Scholar 

  • Jones, A. D., Shrinivas, A., & Bezner-Kerr, R. (2014). Farm production diversity is associated with greater household dietary diversity in Malawi: Findings from nationally representative data. Food Policy, 46, 1–12.

    Article  Google Scholar 

  • Kant, A. K., Schatzkin, A., & Ziegler, R. G. (1995). Dietary diversity and subsequent cause-specific mortality in the NHANES I epidemiologic follow-up study. Journal of the American College of Nutrition, 14(3), 233–238.

    Article  CAS  Google Scholar 

  • Kidane, H., Alemu, Z. G., & Kundhlande, G. (2005). Causes of household food insecurity in Koredegaga peasant association, Oromiya zone, Ethiopia. Agrekon, 44(4), 543–560.

    Article  Google Scholar 

  • Kim, J. Y., & Kang, S. W. (2017). Relationships between dietary intake and cognitive function in HealthyKorean children and adolescents. Journal of Lifestyle Medicine, 7(1), 10–17.

    Article  Google Scholar 

  • Kimokoti, R. W., & Newby, P. K. (2013). Dietary patterns, smoking, and cardiovascular diseases: A complex association. Current Nutrition Reports, 2(2), 113–125.

    Article  CAS  Google Scholar 

  • Lee, J., & Brown, M. G. (1989). Consumer demand for food diversity. Southern Journal of Agricultural Economics, 21(2), 47–53.

    Article  Google Scholar 

  • Miller, W. L., Crabtree, B. F., & Evans, D. K. (1992). Exploratory study of the relationship between hypertension and diet diversity among Saba islanders. Public Health Reports, 107(4), 426–432.

    CAS  PubMed  PubMed Central  Google Scholar 

  • Ministry of Food and Agriculture (MoFA). (2016). Food Security Situation in Ghana. Retrieved from https://mofafoodsecurity.wordpress.com/food-security-situation-inghana/. [Accessed on December 27, 2016].

  • Muhammad, A., D’Souza, A., Meade, B., Micha, R., & Mozaffarian, D. (2017). How income and food prices influence global dietary intakes by age and sex: Evidence from 164 countries. BMJ Global Health, 2(3), e000184.

    Article  Google Scholar 

  • Narmaki, E., Koohdani, F., Qorbani, M., Shiraseb, F., Ataie-Jafari, A., & Sotoudeh, G. (2015). Dietary diversity as a proxy measure of blood antioxidant status in women. Nutrition, 31(5), 722–726.

    Article  CAS  Google Scholar 

  • Nithya, D., & Bhavani, R. (2018). Dietary diversity and its relationship with nutritional status among adolescents and adults in rural India. Journal of Biosocial Science, 50(3), 97–413.

    Article  Google Scholar 

  • Nti, C. A. (2014). Dietary diversity is associated with nutrient intakes and nutritional status of children in Ghana. Asian Journal of Medical Sciences, 2(2), 105–109.

    Article  Google Scholar 

  • Onyango, A., Koski, K. G., & Tucker, K. L. (1998). Food diversity versus breastfeeding choice in determining anthropometric status in rural Kenyan toddlers. International Journal of Epidemiology, 27(3), 484–489.

    Article  CAS  Google Scholar 

  • Pagés, C. (2010). Why credit matters for productivity. In The age of productivity (pp. 123–151). New York: Palgrave Macmillan.

    Chapter  Google Scholar 

  • Rah, J. H., Akhter, N., Semba, R. D., De Pee, S., Bloem, M. W., Campbell, A. A., et al. (2010). Low dietary diversity is a predictor of child stunting in rural Bangladesh. European Journal of Clinical Nutrition, 64(12), 1393–1398.

    Article  CAS  Google Scholar 

  • Rao, S., Yajnik, C. S., Kanade, A., Fall, C. H., Margetts, B. M., Jackson, A. A., et al. (2001). Intake of micronutrient-rich foods in rural Indian mothers is associated with the size of their babies at birth: Pune maternal nutrition study. The Journal of Nutrition, 131(4), 1217–1224.

    Article  CAS  Google Scholar 

  • Ruel, M. T. (2003). Is dietary diversity an indicator of food security or dietary quality? A review of measurement issues and research needs. Food and Nutrition Bulletin, 24(2), 231–232.

    Article  Google Scholar 

  • Saaka, M., & Galaa, S. Z. (2017). How is dietary diversity related to haematological status of preschool children in Ghana? Food & Nutrition Research, 61(1), 1333389.

    Article  Google Scholar 

  • Salois, M. J., Tiffin, R., & Balcombe, K. G. (2012). Impact of income on nutrient intakes: Implications for undernourishment and obesity. The Journal of Development Studies, 48(12), 1716–1730.

    Article  Google Scholar 

  • Shariff, M. Z., Lin, K. G., Sariman, S., Lee, H. S., Siew, C. Y., Mohd Yusof, B. N., et al. (2015). The relationship between household income and dietary intakes of 1-10-year-old urban Malaysian. Nutrition Research and Practice, 9(3), 278–287.

    Article  Google Scholar 

  • Steyn, N. P., Nel, J., Labadarios, D., Maunder, E. M. W., & Kruger, H. S. (2014). Which dietary diversity indicator is best to assess micronutrient adequacy in children 1 to 9 years? Nutrition, 30(1), 55–60.

    Article  Google Scholar 

  • Stiglitz, J. E. (1976). The efficiency wage hypothesis, surplus labour, and the distribution of income in LDCs. Oxford Economic Papers, 28, 185–207.

    Article  Google Scholar 

  • Stock, J. H., & Yogo, M. (2005). Testing for weak instruments in linear IV regression. In D. W. K. Andrews & J. H. Stock (Eds.), Identification and inference for econometric models: Essays in honor of Thomas Rothenberg (pp. 80–108). Cambridge: Cambridge University Press.

    Chapter  Google Scholar 

  • Strauss, J. (1986). Does better nutrition raise farm productivity? Journal of Political Economy, 94(2), 297–320.

    Article  Google Scholar 

  • Taren, D., & Chen, J. (1993). A positive association between extended breastfeeding and nutritional status in rural Hubei Province, People's Republic of China. The American Journal of Clinical Nutrition, 58(6), 862–867.

    Article  CAS  Google Scholar 

  • Tarini, A., Bakari, S., & Delisle, H. (1999). The overall nutritional quality of the diet is reflected in the growth of Nigerian children. Santé, 9, 23–31.

    CAS  PubMed  Google Scholar 

  • Thiele, S., & Weiss, C. (2003). Consumer demand for food diversity: Evidence for Germany. Food Policy, 28(2), 99–115.

    Article  Google Scholar 

  • von Grebmer, K., Bernstein, J., Prasai, N., Amin, S., Yohannes, Y., Towey, O., et al. (2016). 2016 global hunger index: Getting to zero hunger. International Food Policy Research Institute.

  • Wooldridge, J. M. (2003). Introductory econometrics: A modern approach (2nd ed.). New York: Thomson Learning.

    Google Scholar 

  • World Bank (2007). Ghana study tour: ARB apex Bank ltd and rural financial service project. World Bank study tour proceedings. Agriculture and rural development. Washington, DC: World Bank Group.

  • Yu, B., & Nin-Pratt, A. (2011). Agricultural productivity and policies in Sub-Saharan Africa. (No. 01150) International Food Policy Research Institute Discussion Paper.

  • Zeller, M., Schrieder, G., Von Braun, J., & Heidhues, F. (1997). Rural finance for food security for the poor: Implications for research and policy (Vol. 4). Washington, D.C.: International Food Policy Research Institute.

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  1. Department of Economics, University of Cape Coast, Cape Coast, Ghana

    Samuel Kobina Annim

  2. Bayreuth International Graduate School of African Studies, Universität Bayreuth, Universitätsstraße 30, D-95447, Bayreuth, Germany

    Raymond Boadi Frempong

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Annim, S.K., Frempong, R.B. Effects of access to credit and income on dietary diversity in Ghana. Food Sec. 10, 1649–1663 (2018). https://doi.org/10.1007/s12571-018-0862-8

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