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Estimating the Impact of the Hajj: Religion and Tolerance in Islam's Global Gathering *

Quarterly Journal of Economics 2009 124(3), 1133-1170 open access
We estimate the impact on pilgrims of performing the Hajj pilgrimage to Mecca. Our method compares successful and unsuccessful applicants in a lottery used by Pakistan to allocate Hajj visas. Pilgrim accounts stress that the Hajj leads to a feeling of unity with fellow Muslims, but outsiders have sometimes feared that this could be accompanied by antipathy toward non-Muslims. We find that participation in the Hajj increases observance of global Islamic practices, such as prayer and fasting, while decreasing participation in localized practices and beliefs, such as the use of amulets and dowry. It increases belief in equality and harmony among ethnic groups and Islamic sects and leads to more favorable attitudes toward women, including greater acceptance of female education and employment. Increased unity within the Islamic world is not accompanied by antipathy toward non-Muslims. Instead, Hajjis show increased belief in peace, and in equality and harmony among adherents of different religions. The evidence suggests that these changes are likely due to exposure to and interaction with Hajjis from around the world, rather than to a changed social role of pilgrims upon return.

Trust in State and Nonstate Actors: Evidence from Dispute Resolution in Pakistan

Journal of Political Economy 2020 128(8), 3090-3147 open access
Lack of trust in state institutions, often due to poor service provision, is a pervasive problem in many developing countries. If this increases reliance on non-state actors for crucial services, the resulting self-reinforcing cycle can further weaken the state. This paper examines whether such a cycle can be disrupted. We focus on dispute resolution in rural Punjab, Pakistan. We find that providing information about reduced delays in state courts leads to citizens reporting higher willingness to use state courts and to greater fund allocations to the state in two lab-in-the-field games designed to measure trust in state and non-state actors in a high-stakes setting. More interestingly, we find indirect effects on non-state actors. After receiving state positive information, respondents report lower likelihood of using non-state institutions and reduce funds allocated to them in field games. Furthermore, we find similar direct and indirect effects on a battery of questions concerning people's beliefs about these actors, including a decreased allegiance to the non-state actor. We rationalize these results with a model of motivated reasoning whereby reduced usage of non-state institutions makes people less likely to hold positive views about them. These results indicate that, despite substantial distrust of the state in Pakistan, credible new information can change beliefs and behavior. The feedback loop between state ineffectiveness and the legitimacy of non-state actors may be reversible.

Heterogeneity in School Value Added and the Private Premium

American Economic Review 2025 115(1), 147-182
We estimate and validate test score–based measures of school quality (school value added, or SVA) in Pakistan. We document substantial variation in SVA within villages and within the public and private sectors, leading to a wide range of possible estimates of the private premium. We also show that parents value SVA. Heterogeneity in parental demand for quality helps explain both the evolution of the market over time and cross-market variation in school quality. The supply side responds to parental demand for quality in the private sector, but there is no evidence it does so in the public sector.

Upping the Ante: The Equilibrium Effects of Unconditional Grants to Private Schools

American Economic Review 2020 110(10), 3315-3349 open access
We assess whether financing can help private schools, which now account for one-third of primary school enrollment in low- and middle-income countries. Our experiment allocated unconditional cash grants to either one (L) or all (H) private schools in a village. In both arms, enrollment and revenues increased, leading to above-market returns. However, test scores increased only in H schools, accompanied by higher fees, and a greater focus on teachers. We provide a model demonstrating that market forces can provide endogenous incentives to increase quality and increased financial saturation can be used to leverage competition, generating socially desirable outcomes.

Crowding in Private Quality: The Equilibrium Effects of Public Spending in Education

Quarterly Journal of Economics 2024 139(4), 2525-2577 open access
We estimate the equilibrium effects of a public school grant program administered through school councils in Pakistani villages with multiple public and private schools and clearly defined catchment boundaries. The program was randomized at the village level, allowing us to estimate its causal impact on the market. Four years after the start of the program, test scores were 0.2 standard deviations higher in public schools. We find evidence of an education multiplier: test scores in private schools were also 0.2 standard deviations higher in treated markets. Consistent with standard models of product differentiation, the education multiplier is greater for those private schools that faced a greater threat to their market power. Accounting for private sector responses increases the program’s cost-effectiveness by 85% and affects how a policy maker would target spending. Given that markets with several public and private schools are now pervasive in low- and middle-income countries, prudent policy requires us to account for private sector responses to public policy, both in policies’ design and evaluation.