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Fox, Louise
Office of the Chief Economist, Africa Region Department, World Bank
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Fields of Specialization
Labor Economics (employment, measurement, policies); Economic Development (formal and informal sectors, institutions, planning and policy, data collection systems); Household Behavior and Family Economics, Welfare and Poverty; Sub-Saharan Africa
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Office of the Chief Economist, Africa Region Department, World Bank
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January 31, 2023
Biography
Louise Fox is Lead Economist in the Africa Region, Her most recent research has been on the household enterprise sector in Sub-Saharan Africa – why these enterprises matter for jobs, growth, and poverty reduction. For the past ten years she has analyzed labor markets, employment and poverty reduction in sub-Saharan Africa, and is coauthor of the regional report on youth employment. Prior to her current position, Dr. Fox spent more than 10 years working on issues of labor market adjustment, poverty and social protection in transition economies, including: China and Mongolia, the Baltic States, Romania, Bulgaria, the Czech Republic and the Former Soviet Union. Before that she researched poverty, inequality and macroeconomic adjustment in Latin America. She has also published in the areas of employment creation, effectiveness of poverty reduction policies, pension reform, reform of child welfare systems, social protection, public expenditures in the social sectors and poverty reduction, female headed households and child welfare, stabilization policies and poverty reduction, the social costs of adjustment.
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Publication
Household Enterprises in Mozambique : Key to Poverty Reduction but Not on the Development Agenda?
(World Bank, Washington, DC, 2013-08) Fox, Louise ; Sohnesen, Thomas PaveHousehold enterprises -- usually one-person-operated tiny informal enterprises -- are a rapidly growing source of employment in Sub-Saharan Africa, especially in lower-income countries. Household enterprises tend to operate with limited interest or support from governments. This is the case in Mozambique, where neither the poverty reduction strategy nor small and medium enterprise development policies include household enterprises. Using multiple household surveys, including a recent panel data set, this paper identifies the characteristics of the sector and its development during the period in which Mozambique experienced rapid economic growth. The analysis finds that household enterprises in Mozambique are associated with higher household consumption, lower rural poverty, as well as upward mobility, particularly for rural and poorly educated households. But if the Mozambican government wants to tap this potential, it will need a different strategy than one designed to support small and medium enterprises, because creation and survival in this sector seems to depend on a set of factors related to the human capital in the household and development in the location, not the soft business environment constraints, such as licensing and permitting and corruption, which are cited by larger business. -
Publication
Institutions and Labor Market Outcomes in Sub-Saharan Africa
(World Bank, Washington, DC, 2008-09) Fox, Louise ; Oviedo, Ana MariaThe authors use firm-level survey data from the manufacturing sector in 20 Sub-Saharan African countries to explore the links between labor market regulations and net job creation. A first look at firm characteristics, perceptions, and the dynamics of employment at the firm level suggests that labor regulations are not the main "binding constraint" on job creation. Other issues seem more important at this level of development. The analysis estimates the determinants of net job creation incorporating the legal origin of the country as a proxy for regulation. The findings show that, after controlling for other firm-level characteristics, legal origin is uncorrelated with net job creation in the short run. -
Publication
Are Skills Rewarded in Sub-Saharan Africa? Determinants of Wages and Productivity in the Manufacturing Sector
(World Bank, Washington, DC, 2008-08) Fox, Louise ; Oviedo, Ana MariaUsing recent matched employer-employee data from the manufacturing sector in 20 Sub-Saharan African countries, the authors analyze how the supply of skills and legal origin of the country affect the wage setting process. The wage analysis yields three main findings. First, increasing returns to education, especially for older workers, suggest that the expansion of education in Africa has reduced returns to education for entrants in the labor market. Second, age effects matter not just for returns to education, but also for the wage setting process more generally. In particular, in civil-law countries, returns to seniority are rewarded only after a certain age. Third, workers exercise some power in the wage setting process but their influence varies by linguistic group. In common-law countries, union presence benefits all workers equally, not just members, whereas in civil-law countries, only older members enjoy higher wages. The authors also contrast wage premia with relative marginal productivities for different age, occupation, and education categories. The findings show that in general, older, highly educated, and highly ranked workers receive wage premia that do not reflect a higher relative marginal productivity. -
Publication
Household Enterprises in Sub-Saharan Africa : Why They Matter for Growth, Jobs, and Livelihoods
(World Bank, Washington, DC, 2012-08) Fox, Louise ; Sohnesen, Thomas PaveDespite 40 percent of households relying on household enterprises (non-farm enterprises operated by a single individual or with the help of family members) as an income source, household enterprises are usually ignored in low-income Sub-Saharan-African development strategies. Yet analysis of eight countries shows that although the fast growing economies generated new private non-farm wage jobs at high rates, household enterprises generated most new jobs outside agriculture. Owing to the small size of the non-farm wage job sector, this trend is expected to continue for the foreseeable future. This analysis of enterprises and their owners shows that although it is a heterogeneous sector within countries, there are many similarities across countries, indicating that cross-country learning is possible. For labor force participants who want to use their skills and energy to create a non-farm income source for themselves and their families, household enterprises offer a good opportunity even if they remain small. The paper finds that given household human capital and location, household enterprise earnings have the same marginal effect on consumption as private wage and salary employment. The authors argue that household enterprises should be seen as part of an integrated job and development strategy. -
Publication
Gender Dimensions of Pension Reform in the Former Soviet Union
(World Bank, Washington, DC, 2001-02) Castel, Paulette ; Fox, LouiseThe authors analyze the gender implications of pension reform in Kazakhstan, the Kygyz Republic, Latvia, and Moldova. The new systems deliberately penalize early retirement and reward longer careers, so that with no change in behavior or policy, women's pensions will be lower than men's on average. Still, the implicit financial returns for women remain higher on average than returns for men, because of women's longer life expectancy and because of redistributory minimum pensions. Overall, however, the net change in wealth resulting from the reforms will be larger on average for men than for women, because they will work longer and get a larger pension. Women's longer life expectancy means that women can expect to spend the last years of their lives alone. If their pensions are too low because of their work histories, poverty among elderly women may increase. -
Publication
Different Dreams, Same Bed : Collecting, Using, and Interpreting Employment Statistics in Sub-Saharan Africa--The Case of Uganda
(World Bank, Washington, DC, 2013-05) Fox, Louise ; Pimhidzai, ObertEmployment and earnings statistics are the key link between the size and structure of economic growth and the welfare of households, which is the ultimate goal of development policy, so it is important to monitor employment outcomes consistently. A cursory review of employment data for low-income Sub-Saharan African countries shows both large gaps and improbable variation within countries over time and among countries, suggesting that low quality data are routinely reported by national statistics offices. Unfortunately, policies are formed and projects developed and implemented on the basis of these statistics. Therefore, errors of measurement could be having profound implications on the strategic priorities and policies of a country. This paper explains the improbable results observed by using data from Uganda, where the labor module contains variation both within and across surveys, to show the sensitivity of employment outcomes to survey methodology. It finds that estimates of employment outcomes are unreliable if the questionnaire did not use screening questions, as labor force participation will be underestimated. Likewise, surveys that use a seven-day recall period underestimate or potentially misrepresent employment outcomes, owing to seasonality and multiple jobs. Common multivariate analysis applied on household survey data will be affected, as the errors in measurement in the dependent and independent variables will be correlated. Corrections to reduce measurement bias in existing data are tested with the survey data; none are found to be completely satisfactory. The paper concludes that there is a knowledge gap about employment outcomes in Sub-Saharan Africa that will continue unless collection techniques improve. -
Publication
Education Reform in Mozambique : Lessons and Challenges
(Washington, DC: World Bank, 2012) Fox, Louise ; Santibañez, Lucrecia ; Nguyen, Vy ; André, PierreThe report opens with a brief description of the conceptual framework that guided the analysis as well as the data used. The next chapter presents the analysis of changes in household behavior and educational outcomes related to the implementation of the reforms, at both the primary and secondary levels. The descriptive nature of this analysis does not allow for inferences regarding the effects of the reforms on enrollment and demand for education. The following chapter presents the results of an econometric impact analysis of the reforms to quantify the magnitude of the effects on enrollment. In considering priorities for the future, the Government is paying increasing attention to the impact of the investments in education on growth, jobs, and poverty reduction, as measured by increased earnings from employment, and particularly by improving opportunities for the labor force to move to higher productivity activities and livelihoods. The next chapter presents the results on the changing structure of employment in Mozambique between 2003 and 2008, the impacts of education on employment opportunities, and the implications of these changes for education policy. The final chapter integrates the education and labor force analyses and provides strategic recommendations as Mozambique continues to improve educational outcomes, particularly for those population groups that have had the most difficulty entering and remaining in school. -
Publication
Beating the Odds : Sustaining Inclusion in Mozambique's Growing Economy
(Washington, DC : World Bank, 2008) Fox, Louise ; Benfica, Rui Manuel ; Ehrenpreis, Malcolm ; Gaal, Melissa S. ; Nordang, Hakon ; Owen, DanielThis assessment, reflecting poverty's many dimensions in Mozambique, combines multiple disciplines and diagnostic tools to explore poverty. It draws on a combination of approaches and tools from three separate analytical diagnostics developed by the World Bank: poverty assessment, country gender assessment, and country social analysis. It uses monetary, human, and social indicators and combines quantitative and qualitative approaches to understand trends in poverty and the dynamics that shape them. The objective is to support the development and implementation of pro-poor policies that really work by taking poverty's multiple dimensions into account. Because Mozambique has not collected nationally representative household survey data measuring poverty status and outcome indicators since 2003, the report focuses primarily on the changes in poverty and household community welfare through that year. When data are available after 2003, the assessment uses them, including data from a special non representative survey developed for this report-the poverty and vulnerability survey. The starting point for the analysis uses multiple quantitative and qualitative indicators that describe levels of and changes in opportunities and outcomes for households and communities in Mozambique since 1997. The rest of the report explains these changes. -
Publication
Working Out of Poverty : Job Creation and the Quality of Growth in Africa
(Washington, DC : World Bank, 2008) Fox, Louise ; Sekkel Gaal, MelissaThis paper explores Africa's economic performance and the creation of jobs over the decade and more since 1995, recognizing that some standard labor concepts are difficult to apply to conditions prevailing in Africa. The intent of the paper is to identify the economic factors behind the more successful outcomes and the options available for improving the quality of growth. The report focuses on several key issues: how has the structure of economic growth and labor demand shaped the job creation process? Does rigidity in African labor markets impede job creation? Have the quality and quantity of the labor supply affected job creation? What policies have been pursued to raise the quality of the African labor force? What does the expanding "informal" sector mean for the labor market and the quality of growth? Is it a route out of poverty or a low-skills trap? Throughout the paper, the focus is on the factors, exogenous and endogenous, that are linked to the outcomes, and the implications that these factors may have for raising the quality of Africa's economic growth. Some countries have reversed many of the vicious cycles underlying Sub- Saharan Africa's generally poor performance on job creation; those countries are highlighted where adequate data are available, and the lessons these experiences offer all stakeholders in meeting the growth and poverty reduction challenges of the future are pointed out. The paper concludes that Africa's record of poor economic performance has in part been an inevitable result of its colonial heritage-the low levels of human capital at independence. It is also a function of the ensuing policies pursued, especially those that led to the debt crisis and the subsequent recession and public sector restructuring. In most countries, these costs have been paid, and the future looks brighter as a result. -
Publication
In the Mind, the Household, or the Market?: Concepts and Measurement of Women's Economic Empowerment
(World Bank, Washington, DC, 2017-05) Fox, Louise ; Romero, CarolinaThe concept of empowerment is now widely used in several disciplines to characterize the states and social processes of individuals and communities. In economic development, the concept has come to mean women's power and agency in all economic domains and market-related interactions—earning, spending, and saving income; buying, owning, and selling assets; holding and inheriting wealth; starting and operating a business; acquiring a bank account or credit; and participating in or leading a union or other form of economic collective action. Measurement has lagged conceptualization. Most analytical research by economists, primarily involving impact evaluation, has measured empowerment as women's influence over household expenditures. This is a very narrow sliver of empowerment; not surprisingly, it is not well correlated with other economic or social outcomes. This paper suggests measuring empowerment in eight facets (a 4 x 2 matrix): (a) attitudes and (b) behaviors, in the domains of (i) transactions and markets; (ii) social interactions, including mobility and reproductive freedom; (iii) political and civic participation, including exercising legal rights; and (iv) psychology, including self-confidence and ability to seek mental health.