Introduction
You live on less than 99 cents a day. You worry about where your next meal comes from, how to cure your sick child, and whether your tiny savings will survive the week. Debates between aid optimists and pessimists rarely help you, because grand macroeconomic theories ignore the friction of your daily existence.
Rigorous randomized controlled trials reveal that fighting global poverty requires addressing specific informational, psychological, and market failures rather than relying on sweeping macroeconomic ideologies.
You will discover why the poor make specific choices regarding health, education, family size, savings, and entrepreneurship. The book examines the mechanics of survival through six core questions:
- What does the evidence from randomized trials tell us about poverty traps?
- Why do people skip cheap health measures and misjudge nutrition?
- How do parents make schooling and fertility decisions?
- Why do credit and insurance markets fail vulnerable workers?
- What stops you from saving and running profitable businesses?
- How do political institutions perpetuate corruption and public service failure?
1. The Theoretical Framework and Methodology
Poverty traps depend on whether economic relationships form S-shape curves or inverted L-shape curves, and randomized controlled trials provide the precise empirical data needed to evaluate interventions.
High-level debates between aid optimists and aid pessimists fail to resolve the core issues because they rely on sweeping generalities rather than empirical evidence. Pro-aid experts argue that poor countries are stuck in poverty traps requiring massive foreign assistance. Anti-aid figures contend that aid fosters dependency and corrupts local institutions, urging complete reliance on free markets. Both sides often rely on ambiguous anecdotes rather than systematic data to prove their points.
Rwanda received substantial aid after the genocide and prospered, leading some to view it as proof of aid's success and others to cite it as a poster child for self-reliance.
Poverty Traps and Curves
A poverty trap occurs when the capacity for rapid income growth is restricted for those with very little to invest, but accelerates dramatically for those who can invest more. The S-shape curve illustrates that for the extremely poor within the poverty trap zone, future income falls below current income, causing them to grow poorer over time until they reach a stagnant lower equilibrium. Conversely, individuals starting above this threshold experience higher future incomes and enter a virtuous cycle of growth.
In a world represented by an inverted L-shape curve, there is no poverty trap because even the poorest individuals earn more than their starting income and grow richer over time. This curve rises steeply at the beginning and then gradually flattens out without a flat left-hand side. In this scenario, one-time cash or asset gifts cannot permanently alter a person's ultimate trajectory because the poorest naturally catch up over time, meaning external interventions have limited long-term structural impact.
Angelina Jolie and Jeffrey Sachs visited Kennedy in Sauri, Kenya, where free fertilizer multiplied his harvest twentyfold, raising questions about whether he was truly trapped or simply lacked small-scale investment pathways.
Randomized Controlled Trials
Randomized controlled trials provide a reliable method to evaluate specific anti-poverty programs by comparing equivalent groups assigned to different treatments. By randomly assigning individuals or communities to different versions of a program or varying subsidy levels, researchers can isolate the exact causal effect of an intervention. This empirical approach replaces grand philosophical speculation with precise, actionable data on what works. Over 240 experiments in forty countries were completed or engaged by Abdul Latif Jameel Poverty Action Lab (J-PAL) researchers by 2010.
Pascaline Dupas carried out an experiment in Kenya offering individuals randomly selected subsidy levels to purchase bed nets.
2. Nutrition and Health Traps
Traditional economic models assume an S-shaped relationship between nutrition and productivity. You might expect a poverty trap where poor adults lack calories to work effectively. Empirical data shows that food expenditures increase much less than one-for-one with rising income.
Most poor adults are not trapped in poverty by a lack of calories because they can afford enough food to remain physically productive.
Worker productivity in Sierra Leone increases by at most 4 percent when calorie intake increases by 10 percent. This creates an inverted L-shape rather than a steep S-curve. Pak Solhin, an unemployed agricultural worker in West Java, attributed his despair to a lack of food, yet he survived on government-subsidized rice, fish, and occasional meals while owning a non-working television. Rural extremely poor populations spend 45 to 77 percent of consumption on food, while urban extremely poor spend 52 to 74 percent.
When you get extra money or price subsidies, you do not maximize calorie intake. You shift purchases toward better-tasting, more expensive calories. Data from Maharashtra shows that roughly half of additional food spending goes toward more expensive calories. Robert Jensen and Nolan Miller offered randomly selected poor households in two regions of China a large subsidy on staple wheat noodles and rice. This paradoxically led households to consume less of those staples and more shrimp and meat.
High rates of child malnutrition and stunting in South Asia lead to stunted physical growth and lower lifetime earnings. India averages 0.92 medals per Olympic game despite its massive population, a statistical anomaly that correlates with widespread child stunting and wasting. Anne Case and Chris Paxson indicate that taller adults earn more because childhood nutrition drives cognitive development and intelligence. Targeted micronutrient interventions like iron supplementation for anemia yield massive economic returns that vastly outweigh their costs.
- Distribute fortified foods to pregnant mothers and parents of small children
- Treat children for worms in preschool or at school
- Provide children with meals rich in micronutrients
- Give parents financial incentives to consume nutritional supplements
Preventive Health and Unqualified Providers
Simple and inexpensive preventive technologies that could save millions of lives are heavily underutilized by the poor. Nine million children die before their fifth birthdays each year, with one in five dying of diarrhea. In Zambia, a family of six can buy enough chlorine bleach for a month to avoid waterborne diarrhea for 800 kwachas, yet only 10 percent of families use it.
Simple and inexpensive preventive technologies that could save millions of lives are heavily underutilized by the poor.
Demand for preventive goods like bed nets is highly sensitive to price but shows almost no sensitivity to income. Jessica Cohen and Pascaline Dupas set up TAMTAM in Kenya to distribute mosquito nets, finding that demand dropped to near zero at subsidized market prices. You frequently bypass free public health facilities in favor of expensive, unqualified private practitioners who systematically overmedicate. In Udaipur, government health subcenters were found closed 56 percent of the time during random visits. Local patients frequently visited unqualified private practitioners known as Bengali doctors, where 66 percent of visits resulted in a shot being given.
Small incentives and default options help individuals overcome procrastination caused by time inconsistency and successfully complete preventive health care. Seva Mandir offered 2 pounds of dal for each child immunization and stainless steel plates for completion, raising full immunization rates sevenfold to 38 percent.
- Offer 2 pounds of dal for each immunization
- Provide a set of stainless steel plates for completing the full immunization course
3. Education and Fertility Decisions
Education policy debates split into two opposed camps. Supply wallahs focus on building schools and boosting enrollment. Demand wallahs argue that education only grows when economic returns justify the investment.
Parents misperceive the financial returns to education as an S-shape curve, leading them to concentrate all investment on a single perceived star child.
In Madagascar, parents believed primary education increased income by 6 percent annually while senior secondary yielded 20 percent. Furthermore, 70 percent of Madagascar parents believed secondary graduates get government jobs when the actual rate is 33 percent. Moroccan parents assigned a 0.4 percent perceived value to primary education for girls versus 17 percent for secondary. In India, rural young women exposed to recruiting sessions from offshore call centers led parents to enroll younger girls in school and feed them better.
High school enrollment rates mask severe deficiencies in teacher attendance and actual student learning outcomes. Unannounced World Bank surveys revealed high teacher absenteeism rates. Teachers missed 1 day out of 5 on average in Bangladesh, Ecuador, India, Indonesia, Peru, and Uganda. In Indian public schools, 50 percent of teachers were not in front of a class when supposed to be. Pratham's ASER testing of 700,000 Indian children found that nearly 35 percent of children aged seven to fourteen could not read a simple first-grade paragraph, and only 30 percent of Indian children were able to do second-grade mathematics.
Targeted remedial programs led by local volunteers or teachers using simplified materials can rapidly close learning gaps for struggling students. Pratham's Balsakhi program used young local women with minimal training to tutor twenty low-performing children per classroom, generating test score gains twice the magnitude of private schooling. Pratham programs reached 34.5 million children across India. Poor readers who attended evening classes had a 26 percent higher probability of reading a short story.
You can apply effective remediation methods in local schools:
- Test children to diagnose specific areas of weakness in basic arithmetic and reading
- Organize remedial classes or summer camps focusing strictly on core foundational competencies
- Deploy local volunteers or teaching assistants with minimal training to support struggling students
- Reorganize classrooms to allow children to learn at their own pace based on current achievement levels
Fertility and Children as Financial Instruments
Parents in developing countries treat children as essential financial instruments for old-age support and insurance. Because formal social security and retirement options are absent, poor parents rely on multiple children to ensure at least one provides support. This reliance creates a direct substitution effect where reduced fertility triggers higher personal savings. In China, households affected by family planning policies that had one less child on average showed savings rates approximately 10 percentage points higher. The Chinese household savings ratio reached 34 percent in 1994, up from 5 percent in 1978.
Gary Becker argued that parents face a quality-quantity tradeoff regarding family size and human capital investments. Studies examining natural variations like twins or sex composition find no clear proof that children in smaller families receive more education or better health outcomes. A study of the Matlab program in Bangladesh showed that despite a sharp drop of 1.2 fewer children for women aged thirty to fifty-five by 1996 and increased spending on child health, there was no significant difference in children's height, weight, school enrollment, or years of education. Households in Matlab treatment areas accumulated 55,000 takas more worth in assets.
Intrafamily bargaining power dictates fertility choices and resource allocation. Husbands and wives often have conflicting preferences regarding family size and expenditures. In Lusaka, Zambia, women who received contraceptive vouchers privately rather than in front of their husbands were 23 percent more likely to visit a nurse. They were 38 percent more likely to ask for concealable contraceptives when seen alone, and 57 percent less likely to report an unwanted birth.
4. Risk, Insurance, and Credit Markets
Operating without safety nets forces the poor to act like vulnerable hedge-fund managers, while informal credit charges exorbitant interest rates and microfinance relies on rigid rules.
Managing Risk and Insurance Failures
Between 25 percent to 98 percent of the rural poor report running a farm business, and 44 percent of the urban poor in an 18-country data set run a non-agricultural business. You live with massive amounts of risk and operate like a hedge-fund manager. The crucial difference is that you are liable for 100 percent of your losses and must raise all your own capital.
In Bandung, Indonesia, Ibu Tina and her husband lost their garment business after receiving a bad check, paying extensive bribes to police, and subsequently getting stuck with thousands of unsold shorts when retailers backed off.
Formal insurance products aimed at the poor face severe market failures like moral hazard, adverse selection, and fraud, leading to low adoption rates. At most 20 percent of farmers bought weather insurance when marketed door to door. Most farmers' weather policies covered only 2 percent to 3 percent of total losses.
SKS Microfinance introduced a mandatory health insurance pilot called Swayam Shakti. Client renewals dropped as borrowers found loopholes, prepaid loans, or switched to competing lenders.
Lending to the Poor and Microcredit Limits
Informal credit rates for the poor are extraordinarily high, reaching annual rates between 40 and 200 percent or more. Udaipur villagers living on less than 99 cents a day pay an average annual interest rate of 57 percent. A Bank of America credit card charges a standard annual interest rate of 20 percent.
In Chennai, India, a fruit seller borrowing 1,000 rupees in the morning reimburses the wholesaler 1,046.9 rupees at night. This equates to a daily interest rate of 4.69 percent. These rates are driven by the fixed administrative costs of gathering information, screening borrowers, and monitoring loans.
Microfinance institutions reinvented moneylending for social purposes by slashing administrative costs through rigid group structures. Global microcredit reaches 150 to 200 million borrowers. In spring 2007, Compartamos raised $467 million through its IPO. In July 2010, Spandana had 4.2 million loan clients and 42 billion rupees in its outstanding loan portfolio.
You must follow specific rules when you participate in microcredit programs:
- Disburse loans to a group of borrowers who are liable for each other.
- Require a fixed repayment amount every week starting one week after loan disbursement.
- Conduct collections during mandatory weekly meetings at a fixed time.
- Pay loan officers on incentive contracts based on recruiting new clients and ensuring 100 percent repayment.
Randomized evaluations show that microcredit works as a useful financial product but does not create an immediate miraculous transformation out of poverty. In an evaluation of Spandana's urban expansion in Hyderabad across 104 neighborhoods, the fraction of families starting a new business over a fifteen-month period rose from 5 percent to just over 7 percent. In October 2010, 57 farmer suicides in Andhra Pradesh were blamed on SKS.
The strict zero-default rules and rigid weekly repayment schedules of microfinance restrict true entrepreneurship by discouraging risk-taking. When researchers persuaded an Indian MFI to allow a chosen set of clients to start repayments after two months instead of one week, default rates increased by 8 percentage points. One year after the 2006 political crisis in Krishna District, 70 percent of outstanding loans remained unpaid.
5. Savings and Entrepreneurship
Lacking formal bank accounts, the poor construct highly sophisticated portfolios of informal financial arrangements to manage their savings and loans. Studies across multiple countries reveal that the poor use savings clubs, self-help groups, and rotating savings and credit associations to enforce saving goals and gain faster access to pooled funds without high administrative hurdles.
High transaction costs and time inconsistency prevent the poor from saving formally, while micro-enterprises operate as reluctant ways to buy a job rather than engines of rapid growth.
Jennifer Auma, a market vendor in Kenya, actively participated in six different ROSCAs with varying frequencies and contribution sizes to fund rent, school fees, and long-term projects. In the median country in an eighteen-country data set, only 9 percent of the rural poor and 12 percent of the urban poor have formal savings accounts in Indonesia. Jennifer Auma contributed 1,000 Kenyan shillings monthly to one of her ROSCAs.
High withdrawal fees and administrative costs imposed by traditional banks deter the poor from utilizing formal savings accounts. In Bumala, Kenya, bank withdrawal fees ranged from 30 KES for small amounts up to 100 KES for larger ones, acting as a steep tax on small depositors. It costs 450 KES to open an account in Kenya. When researchers Pascaline Dupas and Jonathan Robinson paid the bank opening fees for small business owners in Kenya and removed withdrawal costs for a subset, women given the accounts saved more, invested more in businesses, and bought 10 percent more food. After six months, women who received subsidized bank accounts purchased 10 percent more food.
Time-inconsistent human psychology causes people to plan to save in the future while immediately spending on visceral temptations. Brain imaging studies show that visceral and immediate rewards activate the limbic system, whereas calculating decisions engage the lateral prefrontal cortex, leading to broken resolutions and failed savings intents. Neuroscientists used fMRI scanners while subjects made time-dated gift card choices to prove the physical basis for disjunction in decision-making, utilizing choices such as $20 now versus $30 in two weeks.
Aware of their own lack of self-control, poor individuals often rely on commitment devices like advance purchases of agricultural inputs to prevent money from being frittered away. Wycliffe Otieno and other Kenyan farmers bought seeds and fertilizer immediately after harvest before cash could disappear into accidental household expenses. When offered home-delivered vouchers right after harvest under the SAFI program, fertilizer usage increased significantly.
Savings Barriers and Commitment Devices
You can use structured programs to overcome self-control traps in agriculture:
- Visit farmers right after the harvest when they have cash in hand
- Sell vouchers that entitle farmers to fertilizer at sowing time
- Deliver the purchased fertilizer directly to the farmers' homes when requested
Mobile technology and local business correspondents can drastically reduce the transaction and administrative costs of banking for low-income clients. Innovations like M-PESA allow users to conduct financial transfers via mobile phones using local shopkeepers as correspondents, avoiding long physical treks to distant bank branches.
You can execute mobile transfers through simple steps:
- Deposit cash at a local shop serving as a mobile money correspondent
- Send a text message containing transfer details to the recipient
- Allow the recipient to present the text message to their local correspondent to receive cash
The Paradox of Micro-Enterprise Returns
Many poor people operate small businesses not out of an innate entrepreneurial drive, but because the economy fails to provide conventional wage jobs. Across an 18-country data set, 44 percent of the extremely poor in urban areas operate a nonagricultural business, compared to an OECD average of 12 percent of those in the workforce who describe themselves as self-employed. Pak Awan and his wife in an Indonesian slum opened a small shop out of one room because he could not find construction work and she could not qualify for factory jobs, even though they did not enjoy running it.
Economists distinguish between the marginal return and the overall return in production technology. A shopkeeper in rural Karnataka had an inventory consisting mostly of empty plastic jars with tiny quantities of goods, where a small injection of stock yields high marginal returns but low overall income. In Hyderabad, the average monthly profit after deducting rent but excluding unpaid family labor was 1,859 rupees, which is about $115 USD PPP, while median businesses generated 34 rupees per day per household member.
Knowing their businesses are destined to remain small, the poor often lack the full emotional and intellectual commitment to optimize them. Allal Ben Sedan in Morocco rejected a feasible microcredit business plan to raise more cows in a stable because he felt his family already had enough and it was not worth the effort, choosing from among 1 in 6 eligible families interested in a microcredit loan from Al Amana in Hafret Ben Tayeb. When entrepreneurs realize they are stuck below the threshold where a business can change their lives, they reduce their commitment. Standard business training programs fail to raise profits unless they offer extremely simplified rules of thumb.
You can apply simple rules of thumb to small business management:
- Keep business and household expenses separate
- Pay oneself a fixed salary
Stable, predictable wage employment creates a psychological shift that allows people to take the long view and invest in the future. In Pakistan, 76 percent of urban poor living on under 99 cents a day work for a weekly or monthly wage, compared to 92 percent for those earning $2 to $4 a day. Children whose mothers worked in Mexican export factories or families benefiting from a local zinc factory in Udaipur experienced dramatic improvements in health, education, and upward mobility, mirroring the 10 times increase in rural factory employment in India from the early 1980s to 1999.
6. Institutions and Political Economy
Public program failures stem from the three I's of ideology, ignorance, and inertia, but targeted transparency, audits, and electronic voting can successfully curb corruption.
Many public program failures arise from the three I's: ideology, ignorance, and inertia in policy design. Policies often rely on romanticized ideologies about social workers rather than ground realities. In Udaipur District, a monitoring program for nurse attendance failed because nurses faced an impossible workload walking miles in extreme heat. Supervisors eventually looked the other way after initial improvements faded.
Transparency and Audits Against Corruption
Simple transparency initiatives can drastically reduce corruption and ensure that funds reach local destinations. When the central government publishes monthly school grant allocations in national newspapers, local district officials are deterred from embezzling funds. In Uganda, Ritva Reinikka and Jakob Svensson found that only 13 percent of school maintenance funds reached schools in 1996. After financial data was published in newspapers by 2001, schools received 80 percent of discretionary money.
The threat of audits and oversight curbs theft in local infrastructure projects without major political overhauls. Benjamin Olken found that in Indonesian World Bank-funded village road projects, the threat of audits reduced the theft of wages and materials by one-third. Prior to audits, 27 percent of reported wages and 20 percent of materials vanished.
Democratic Participation and Representation
Seemingly minor technical fixes in voting procedures enfranchise marginalized populations and alter public expenditure. In Brazil, the introduction of electronic voting reduced invalid votes by 11 percent. This technical change led to increased public health expenditures and fewer low-birth-weight babies among a population where 25 percent of adults were functionally illiterate and paper voting caused 25 percent invalid votes.
Mandated political representation alters public infrastructure investment and transforms societal prejudices over time. In West Bengal and Rajasthan, villages with leadership positions reserved for women saw increased local investments in drinking water infrastructure.
Voters often default to ethnic loyalties due to a lack of concrete policy information. In Uttar Pradesh during the 2007 state elections, an NGO campaign using puppet shows and street plays reduced caste-based voting from 25 percent to 18 percent.
You can apply these governance lessons through practical steps:
- Organize non-partisan campaigns around simple slogans urging voters to focus on development issues rather than caste.
- Conduct town meetings to present specific policy alternatives and white papers detailing reforms in education, public health, governance, and urban planning.
10 Key Ideas
- Grand macroeconomic ideologies ignore the daily friction of survival, whereas rigorous randomized controlled trials provide precise empirical data to evaluate specific anti-poverty programs.
- Most poor adults are not trapped in poverty by a lack of calories because they can afford enough food to remain physically productive.
- Demand for preventive health goods like bed nets is highly sensitive to price while showing almost no sensitivity to income.
- Pratham's remedial programs use young local women with minimal training to tutor struggling students and rapidly close learning gaps.
- Parents in developing countries treat children as essential financial instruments for old-age support and insurance due to the absence of formal social security.
- Operating without safety nets forces the poor to act like vulnerable hedge-fund managers who are liable for 100 percent of their losses.
- The strict zero-default rules and rigid weekly repayment schedules of microfinance restrict true entrepreneurship by discouraging risk-taking.
- High transaction costs and time inconsistency prevent the poor from saving formally, leading them to rely on commitment devices and informal arrangements.
- Stable, predictable wage employment creates a psychological shift that allows people to take the long view and invest in the future.
- Simple transparency initiatives, audits, and electronic voting can drastically reduce corruption and ensure that public funds reach local destinations.