Article

Changing Patterns of Wealth Distribution: Evidence from Ghana

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Abstract

A largely unexplored feature of structural transformation is the change in the composition of an economy’s asset holdings. In most poor economies, assets are concentrated in land. In rich economies, physical and human capital are more important. This paper focuses on the changes in the composition of household wealth and the share of assets owned by women in Ghana over two decades of relatively rapid growth and significant structural changes. We find that land’s share of household portfolios decreased and the share of financial assets increased. Women’s share of land, savings and business assets rose over the period.

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... Since 2000, the SSA has been the world's second-fastest growing regional economy, exceeded only by Asia (Badiane & Makombe, 2015). Women have become considerably more active in labour markets (Diao, Harttgen, et al., 2017) and may be gaining greater influence over household resources in many areas (Oduro & Doss, 2018). Poverty rates have declined significantly for the region as a whole since 2000. 1 Nutritional indicators also show gradual but clear improvement (Masters, Rosenblum, & Alemu, 2018). ...
... Yet other work is starting to illuminate intra-household differences in such impacts. For example, Oduro and Doss (2018) use data from Ghana to show how the changing sectoral composition of labour and output in modernising rural economies corresponds to changes in household assets. Rapid economic growth in Ghana has been accompanied by increasing non-farm orientation of rural households, rising incomes and urbanisation. ...
... Notwithstanding the rapid increased in minerals, oil and gas sector which affected the relative contribution of the agricultural sector of Ghana GDP in recent times [3] agriculture remains important in employment and income generation and livelihood enhancement among the rural poor [4]. An estimated figure of 45 percent of the national work force is been employed in agricultural sector, exceeding any other sector of the economy [5]. ...
... One way to estimate the missing data is to use outcomes of a non-participant group. By using the outcomes of a non-participation farmers, (5) can be rewritten as: ...
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e interviewed using questionnaires. Secondary data was also collected for the study and the results analyzed. Simple random sampling techniques was used in selecting respondents. The data was analyzed using appropriate descriptive statistics and Propensity Score Matching (PSM). The study revealed that majority of smallholder participated in the fertilizer subsidy programme. High level of participation in the fertilizer subsidy programme among smallholder farmers can be partly due to high poverty level in Northern region of Ghana. In establishing the relationship between smallholder farmers’ participation in fertilizer subsidy programme and maize income. The propensity scores matching results revealed a significant effect between smallholder farmers’ participation in the fertilizer subsidy programme and maize income of participants. The study calls for more investment and expansion of the subsidy Programme
... Since 2000, the SSA has been the world's second-fastest growing regional economy, exceeded only by Asia (Badiane & Makombe, 2015). Women have become considerably more active in labour markets (Diao, Harttgen, et al., 2017) and may be gaining greater influence over household resources in many areas (Oduro & Doss, 2018). Poverty rates have declined significantly for the region as a whole since 2000. 1 Nutritional indicators also show gradual but clear improvement (Masters, Rosenblum, & Alemu, 2018). ...
... Yet other work is starting to illuminate intra-household differences in such impacts. For example, Oduro and Doss (2018) use data from Ghana to show how the changing sectoral composition of labour and output in modernising rural economies corresponds to changes in household assets. Rapid economic growth in Ghana has been accompanied by increasing non-farm orientation of rural households, rising incomes and urbanisation. ...
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Despite the continued deep challenges that the region is facing, mounting evidence points to profound economic transformation in sub-Saharan Africa since the early 2000s. The contributions in this special issue highlight three aspects of Africa’s unfolding economic transformation since 2000: remarkable progress for the region as a whole, highly uneven progress across countries, and unresolved questions about the sustainability of the transformations. The drivers of the region’s economic transformations are diverse, and include improved governance, strong agricultural growth in some countries, employment expansion in informal rural off-farm activities, strong local and foreign investment, a period of high global commodity prices, and policy reforms undertaken in earlier decades. Agricultural growth, by expanding job opportunities in the non-farm sectors through multiplier effects, is likely to remain an important driver of continued transformation, though it will increasingly need to rely on productivity growth rather than area expansion.
... Since 2000, the SSA has been the world's second-fastest growing regional economy, exceeded only by Asia (Badiane & Makombe, 2015). Women have become considerably more active in labour markets (Diao, Harttgen, et al., 2017) and may be gaining greater influence over household resources in many areas (Oduro & Doss, 2018). Poverty rates have declined significantly for the region as a whole since 2000. 1 Nutritional indicators also show gradual but clear improvement (Masters, Rosenblum, & Alemu, 2018). ...
... Yet other work is starting to illuminate intra-household differences in such impacts. For example, Oduro and Doss (2018) use data from Ghana to show how the changing sectoral composition of labour and output in modernising rural economies corresponds to changes in household assets. Rapid economic growth in Ghana has been accompanied by increasing non-farm orientation of rural households, rising incomes and urbanisation. ...
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Using nationally representative data from nine countries, we document demographic and employment trends in Africa’s workforce based on full-time labour equivalents (FTE). The FTE approach takes account of individuals’ multiple jobs throughout the year and is therefore likely to give more accurate estimates of the pace of structural transformation. Since 2000, Africa has experienced a sharp decline in the share of its labour force in farming. Because of the seasonal nature of farming, the share of the labour force remaining in farming is substantially lower using the FTE approach than when examined in terms of individuals’ primary sources of employment or total numbers of jobs. Using the FTE approach, the share of the labour force in farming ranges across the nine countries from 35 per cent in Ghana to 54 per cent in Rwanda. Employment in off-farm segments of agri-food systems is expanding rapidly in percentage terms, but in terms of absolute numbers, non-farm activities are by far the major source of employment outside of farming. Contrary to widespread perceptions, the mean age of adults engaged primarily in farming is not rising – in fact it is falling slightly in some countries and remains stable in most others. The pace at which the labour force is shifting out of agriculture is strongly and positively tied to the rate of lagged farm productivity growth. Given the unprecedented growth in the number of young Africans entering the labour market, an effective youth employment strategy in most African countries will rely on massive job expansion, which in turn will rely on the multiplier effects of agricultural productivity growth. Strategies that raise the returns to labour in farming therefore remain crucial for achieving rapid economic transformation and may constitute the core of effective youth employment strategies.
... Despite the rapid increase in the minerals, oil, and gas sectors, agriculture still affect the relative contribution of Ghana's GDP hence the need for its improvement (Dovie et al, 2018). About 45 percent of the national workforce is employed by the agricultural sector, surpassing the rest of the sectors (Oduro et al, 2018). ...
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Among the most pressing economic challenges is the government's provision of assistance to the general public. When these benefits are awarded, they have an impact on the economy, and in a developing country like Ghana, it is critical to be able to assess the impact of these programs to determine whether they are worthwhile. This study looked at the factors accounting for participation in the fertilizer subsidy program, as well as the impact that participation has on the output. Primary data was collected from 150 farmers in the Busa Zone using a semi-structured questionnaire and interviews. Descriptive statistics were used to characterize qualitative data, while the Heckman Two-Stage Model was used to determine the factors accounting for participation in the program and the effect of participation in the program on output in the Busa Zone. Results show that participation in the program was affected by gender, education, land size, the use of improved seeds, sourcing of extension services, access to credit, the purpose of farming which is either for commercial purpose or for subsistence and income levels. The study further went on to reveal that ceteris paribus, participation in the fertilizer subsidy program had a negative effect on output. The report suggests that Ghana's government take the following steps; reduce the barriers to credit access by farmers with lower levels of education, reduce and timely deliver fertilizers to prevent their misuse by farmers, increase supervision of the use of the subsidized fertilizers on farms, sensitization and increase education to the farmers to understand the complementary nature of the use of improved seeds with fertilizers in other to increase yields. This will reverse the negative relationship connecting participation and output, as well as improve the subsidy program's accessibility, equity, and inclusivity, which the current one in the Busa Zone lacks.
... Accurate information on intra-household asset ownership and control can therefore play an important role in policymaking, including the design of land reforms and initiatives on economic empowerment. Understanding gender differences in asset ownership and wealth, for example, can reveal the extent of economic disadvantage accumulated by women over the life cycle and its inter-generational implications in a stratified social system, providing a longer-term overview of the gender dimensions of economic inequality and vulnerability (Oduro and Doss, 2018;Ruel and Hauser, 2013;Warren, 2006). Additionally, in contexts where formal documentation is limited and local customs determine how land holdings are managed within households and are assigned to individuals, a more disaggregated view of different types of ownership (legal versus economic, for example) and rights (selling or bequeathing, for example) is needed (Kilic and Moylan, 2016;Kang et al., 2020;Slavchevska et al., 2020). ...
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Monitoring international goals on land ownership and rights relies fundamentally on the quality of underlying data, which, in the context of surveys, are directly impacted by how respondents are selected. This study leverages two national surveys in Malawi that asked households about household members’ ownership and rights of agricultural land, but which differed in their approach to respondent selection. Compared with the international best practice of privately interviewing adults about their personal asset ownership and rights, the analysis reveals that the business-as-usual approach of interviewing only a most knowledgeable household member on adult members’ ownership and rights of agricultural land leads to (i) a higher share of men claiming exclusive reported and economic ownership, and (ii) a lower share of women claiming joint reported and economic ownership. Using private interviews of spouses’ ownership and rights over the same set of parcels, the analysis also shows that when conflicting claims emerge, proxies for greater household status for women are positively associated with scenarios where women attribute at least some land ownership to themselves.
... Accurate information on intra-household asset ownership and control can therefore play an important role in policymaking, including the design of land reforms and initiatives on economic empowerment. Understanding gender differences in asset ownership and wealth, for example, can reveal the extent of economic disadvantage accumulated by women over the life cycle and its inter-generational implications in a stratified social system, providing a longer-term overview of the gender dimensions of economic inequality and vulnerability (Oduro and Doss, 2018;Ruel and Hauser, 2013;Warren, 2006). Additionally, in contexts where formal documentation is limited and local customs determine how land holdings are managed within households and are assigned to individuals, a more disaggregated view of different types of ownership (legal versus economic, for example) and rights (selling or bequeathing, for example) is needed (Kilic and Moylan, 2016;Kang et al., 2020;Slavchevska et al., 2020). ...
... Girls have experienced significant improvements in primary and secondary education (McArthur & Rasmussen, 2018). Women have become considerably more active in labor markets (Diao et al., 2017) and are better able to hold wealth assets on their own (Oduro & Doss, 2018). Nutritional indicators also show gradual but clear improvement (Masters AU:2 et al., 2018;McArthur & Rasmussen, 2018). ...
... The discussion on asset portfolios, risk management, and risk coping strategies in developing countries largely focuses on the household and household level outcomes. There are a few studies that explore gender differences in asset allocation and accumulation (Antonopoulos & Floro, 2005;Quisumbing, 2010;Oduro & Doss, 2018) and gender differences in the effects of negative household shocks within developing countries (Dercon & Krishnan, 2000;Doss, 2001;Doss, McPeak, & Barrett, 2008). None, however, specifically explore gender differences in risk preferences as reflected in asset allocation decisions. ...
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Women's land rights are increasingly put forth as a means to promote development by empowering women, increasing productivity, and improving welfare. However, little empirical research has evaluated these claims. This paper uses the 2001 Nepal Demographic and Health Survey to explore whether women's land rights empower women and benefit young children's health in Nepal. The results provide support for both of these hypotheses. Women who own land are significantly more likely to have the final say in household decisions, a measure of empowerment. Similarly, children of mothers who own land are significantly less likely to be severely underweight.
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Previous research on the nexus of global and local forces suggests that African cities such as Accra and Dar es Salaam are experiencing new forms of settlement. For Accra, the new form has been described as a quality residential sprawl with unicentric tendencies (QRSUT). Demographic and housing data released in Ghana's 2000 population census confirm the emergence of this form. This development is significant to city planners and managers, not just in Accra, but in other African cities. This essay presents demographic and housing evidence supporting the interpretation that a QRSUT has emerged in Accra and discusses developments that have occurred since 1997.
Book
The 2010 Report continues the tradition of pushing the frontiers of development thinking. For the first time since 1990, the Report looks back rigorously at the past several decades and identifies often surprising trends and patterns with important lessons for the future. These varied pathways to human development show that there is no single formula for sustainable progress—and that impressive long-term gains can and have been achieved even without consistent economic growth.
Book
Wealth ownership in the United States has always concentrated in the hands of a small minority of the population. Because of scarce data on wealth ownership, the nature of wealth ownership distribution and knowledge about wealth inequality has received little attention from social scientists. Keister synthesizes theory and data from various sources to present a picture of househould wealth distribution from 1962 to 1995. Utilizing existing survey data and a unique simulation model, she isolates and examines processes that create this distribution, paying particular attention to the wealth ownership and accumulation of top wealth holders, those who control the bulk of household wealth. She identifies trends in wealth mobility that are not possible to estimate with traditional research methods. The results underscore the importance of wealth as an indicator of well-being, identify important causes of wealth inequality, and propose methods of lessening the recent increase in the concentration of wealth.
Article
The 1870 Married Women's Property Act created major change in nineteenth-century British property law. Until the passage of the Act, a husband had legal ownership over his wife's personal property and managerial rights over her real property. The Act granted British women the right to own and control personal property and therefore serves as a natural experiment to test the impact of a legislative change on the distribution of household resources. The article examines whether the Act enabled women to gain a larger share of household resources and alter the distribution of resources within the household. The results indicate that the rights granted to women by the Act dramatically increased the bargaining power and property of wives: wives married after the Act owned a larger share of total household property and invested less of their own income and more of their husband's in forms of property they owned and controlled.
Article
Wealth accumulation has important implications for the relative well-being of households. This article describes how household wealth in the United States varies by gender and family type. Evidence is found of large differences in observed wealth between single-female-headed households and married couples. Although some of this gap reflects differences in observable characteristics correlated with gender and wealth - such as position in the life cycle, education, and family earnings - controlling for these characteristics reduces but does not eliminate the estimated wealth gap. The wealth holdings of single females in the US, controlling for these same characteristics, are also significantly lower than the wealth holdings of single males. In contrast, observed wealth gaps between genders in a sub-sample of young households disappear when controlling for observable characteristics, suggesting either that in the US these gaps are disappearing for younger households or that these gaps do not emerge until later in life.
Article
We introduce a new hybrid approach to joint estimation of Value at Risk (VaR) and Expected Shortfall (ES) for high quantiles of return distributions. We investigate the relative performance of VaR and ES models using daily returns for sixteen stock market indices (eight from developed and eight from emerging markets) prior to and during the 2008 financial crisis. In addition to widely used VaR and ES models, we also study the behavior of conditional and unconditional extreme value (EV) models to generate 99 percent confidence level estimates as well as developing a new loss function that relates tail losses to ES forecasts. Backtesting results show that only our proposed new hybrid and Extreme Value (EV)-based VaR models provide adequate protection in both developed and emerging markets, but that the hybrid approach does this at a significantly lower cost in capital reserves. In ES estimation the hybrid model yields the smallest error statistics surpassing even the EV models, especially in the developed markets.
Article
This article examines the demographic and geographical importance of wealthy middle-class women. It argues that in certain towns and cities, notably London, such women were of sufficient importance to merit attention in their own right. Drawing upon a sample of wills, it describes the types of wealth owned by these women. By examining women's investment in government securities, it argues that women's wealth was of crucial importance to the British state. Its findings challenge conventional understandings of the relationships between gender ideology, wealth holding, and economic development.
Land, labour and the family in Southern Ghana: A critique of land policy under neo-liberalisation
  • K S Amanor
Amanor, K. S. (2001). Land, labour and the family in Southern Ghana: A critique of land policy under neo-liberalisation. (Research Report no.116). Uppasala: Nordiska Afrikainstitutet. Bank of Ghana. (2012, March). Statistical Bulletin. Accra.
Acumulación de Activos: Una apuesta por la equidad
  • C D Deere
  • J Díaz
Deere, C. D., & Díaz, C. J. (2011). Acumulación de Activos: Una apuesta por la equidad. [Asset Accumulation: The challenge for equity].
  • C Doss
  • C Kovarik
  • A Peterman
  • Q Van Den
  • M Bold
Doss, C., Kovarik, C., Peterman, A., A., Q., & van den Bold, M. (2015). Gender inequalities in ownership and control of land in Africa: Myth and reality. Agricultural Economics, 46(3), 403-434.
Structural transformation in Africa. A historical view (Policy Research Working Paper WPS7743)
  • M Enache
  • E Ghani
  • S Connell
Enache, M., Ghani, E., & O'Connell, S. (2016). Structural Transformation in Africa. A historical view. (Policy Research Working Paper WPS7743). Washington, DC: World Bank.
Socio-economic and demographic trend analysis
Ghana Statistical Service. (2005). Population data analysis reports. Volume 1. Socio-economic and demographic trend analysis. Accra.
Ghana Living Standards Survey. Round six (GLSS6)
Ghana Statistical Service. (2014). Ghana Living Standards Survey. Round six (GLSS6). Main Report. Accra.
Revised 2014 Annual gross domestic product
Ghana Statistical Service. (2015). Revised 2014 Annual gross domestic product. Accra. Retrieved May 21, 2016, from http://www.statsghana.gov.gh/docfiles/GDP/GDP2015/Annual_2014_GDP_Rev2_June_ 2015%20edition.pdf
Structural change in a poor African country: New historical evidence from Ghana
  • R D Osei
  • R Jedwab
Osei, R. D., & Jedwab, R. (2017). Structural change in a poor African country: New historical evidence from Ghana. In M. S. McMillan, D. Rodrick, & C. Sepúlveda (Eds.), Structural change, fundamentals and growth: A framework and case studies (pp. 161-196).
KHAS: Measuring the gender asset gap. Bangalore: Indian Institute of Management
  • H Swaminathan
  • J Y Suchitra
  • R Lahoti
Swaminathan, H., Suchitra, J. Y., & Lahoti, R. (2011). KHAS: Measuring the gender asset gap. Bangalore: Indian Institute of Management.
Bangalore: Gender Asset Gap Project
  • A D Oduro
  • W Baah-Boateng
  • L Boakye-Yiadom
Intimate partner violence in Columbia: Who is at risk? Social Forces
  • G Friedemann-Sánchez
  • R Lovatón
The global findex database 2014: Measuring financial inclusion around the world. (Policy Research Working Paper 7255)
  • A Demirguc-Kunt
  • L Klapper
  • P Singer
  • P Oudheusden
Statistical bulletin. Accra
  • Ghana Bank Of