Research

How poor households in developing countries live with climate shocks — floods, heat, and salinity — and the frictions that constrain adaptation and labor mobility, studied with field experiments, administrative records, and long-run survey data from Bangladesh.

Job Market Paper

Who Bears the Loss from a Flood? Prices, Rationing, and Incidence in Rural BangladeshJob Market Paper

Flood relief often targets the land-poor. Following 5,473 Bangladeshi households matched to satellite flood maps, I show the loss falls on capital that the largest landholders own: they lose livestock and working capital and their income falls, while the labor market rations work rather than lowering the wage and the land-poor adapt through self-employment. Who bears a flood depends on who owns the capital it hits, not who is poor.

Draft (PDF) November 2026
Abstract

Floods destroy livestock, equipment and other productive assets across the developing world, yet flood relief often targets only the land-poor. This paper asks who bears the loss, through which village markets, and who adapts. I use a three-round panel of 5,473 households in Bangladesh from 2011 to 2019, matched to satellite flood maps, and compare neighboring Unions of the same district that floods cover unequally. The largest inherited landholders lose livestock and working capital, which is still lower three to four years later. Their farms shrink, and their wage and self-employment income falls by 7.6 percent. The rent falls by a fifth, but no group rents in more land. The labor market rations work instead of lowering the wage. The land-poor lose nearly a quarter of their day labor but turn to self-employment, so their combined income falls by at most 4 percent and their consumption by at most 0.05 percent. Labor can be redeployed and capital cannot, so who bears the loss from a flood depends on who owns the capital it hits, not who is poor. In a model where farms without credit choose when to replace lost animals, a grant to the farms that lose a herd lets them rebuild within a year and is worth about 2 percent of consumption. Fairly priced index insurance that pays the full loss does nearly as well at no expected fiscal cost. The same budget given to the land-poor does not move the land or the labor market.

Working Papers

The Role of Land Market in Achieving the Scale for Adaptation to Climate Change: Evidence from Bangladesh

Adapting to rising salinity in coastal Bangladesh means moving from rice to aquaculture, which needs larger farms. Using census data on more than one million farm households and a spatial discontinuity at the delta's hydrological boundary, I show that salinity above 12 dS/m moves land into aquaculture and raises average farm size by 52 percent, through the rental market rather than land sales; consolidation is faster in villages with greater religious diversity and slower where parcels are fragmented.

PDF also available on SSRN
Abstract

This paper studies whether climate-induced shifts in land productivity can trigger structural adaptation in agriculture by overcoming long-standing frictions in land markets. In coastal Bangladesh, rising sea levels have pushed dry-season soil salinity beyond the threshold at which conventional crops survive. Using census data on over one million farm households and a fuzzy spatial regression discontinuity at the hydrological boundary between the tidally active and mature regions of the Bengal delta, I find that salinity above 12 dS/m moves 32 to 50 decimals of land per household from crops to aquaculture and raises average farm size by 52 percent. The transition runs through the rental market rather than land sales. Reallocation is faster in villages with greater religious diversity and slower where parcels are more fragmented.

Adapting to High Heat, Failing at the Extreme: Newborn Heat Mortality over Four Decades in Bangladesh

with Anoushka Chopra

Climate damage functions assume that rising income steadily lowers the mortality cost of heat. Across four decades of Bangladeshi births, the newborn mortality response to 30–40°C days is close to zero after the 1980 cohort, a decline tied to rural electrification, but above 40°C no test detects any decline.

PDF also available on SSRN
Abstract

Damage functions in climate economics typically assume that rising income and cooling technology steadily reduce the mortality cost of extreme heat. We test this with a birth-cohort decomposition for 276,031 Bangladeshi births from nine DHS rounds merged with ERA5 daily-maximum temperature. At 30–40°C, only the 1980 cohort shows a significant response; each later cohort's response is close to zero and significantly below it, and a heterogeneity-robust difference-in-differences estimator links the flattening to the staggered rollout of rural electrification, implying roughly 718,000 neonatal deaths averted. Above 40°C the effect is large for the 2010 cohort, about 43 additional deaths per 1,000 births per 10 additional days, and no test detects a decline. The tail effect implies 657 to 1,920 excess neonatal deaths per year by mid-century.

Heat and the Body: Acute Cardiometabolic Responses and the Measurement of Chronic Disease in Bangladesh

Household surveys diagnose hypertension and diabetes from a single reading. Matching about 68,000 blood-pressure and glucose readings to the temperature when they were taken, I show the readings also measure the weather: warmer fieldwork accounts for about a third of the recent rise in measured diabetes among adults aged 35 and over.

Abstract

Household surveys diagnose chronic disease from a single measurement of each respondent. Using 34,879 blood-pressure readings and 33,179 fasting glucose results from three Bangladesh DHS rounds, merged with ERA5 temperature at the date and hour of measurement, I test whether they also measure the weather. A one-degree rise in the daily maximum lowers systolic blood pressure on the day it is read by 0.56 mmHg and raises next-morning fasting glucose by 1.03 mg/dL; the response is to humid heat, and a fall in haemoglobin points to dilution rather than dehydration. Measured diabetes rises 0.63 and measured hypertension falls 0.84 percentage points per degree, while reported past diagnoses do not respond, and warmer 2022 fieldwork accounts for about a third of the 7.8-point rise in measured diabetes among adults aged 35 and over since 2017–18.

From Two Daughters to a Hurried Third: Son Preference, Birth Spacing, and Mortality

with Syed Manzoor Ahmed Hanifi

Son preference raises child mortality through a fourth channel, birth spacing. Mothers of two daughters conceive a third child sooner, raising that child's risk of neonatal death by 10 to 11 percentage points, about 35,000 excess neonatal deaths in Bangladesh over four decades.

Abstract

Son preference raises child mortality through sex selection, discriminatory investment and early weaning; we document a fourth channel, birth spacing. Bangladeshi mothers of two daughters conceive a third child sooner, compressing the interval below the WHO-recommended 24 months. Instrumenting a sub-24-month third conception with the sex composition of the first two births, we estimate a 10.2 percentage point higher risk of third-child neonatal death in Matlab and Chakaria surveillance data and 11.4 points in nine Bangladesh DHS rounds. The child harmed is the one the parents wanted, male with even probability. Nationally, this implies about 35,000 excess neonatal deaths over four decades.

Measuring Flood Damage to Pond Aquaculture: Satellite Evidence from Bangladesh

with Runa Laila

Pond aquaculture feeds and employs millions, but open ponds are exposed to floods. Matching a household panel to satellite-observed inundation, we find that severe floods cut pond yield by 48 percent and profit by about 18,500 taka, with no coping margin compensating, a cost to the sector of about 26 million dollars a year.

Abstract

We match three rounds of a Bangladeshi household panel to satellite-observed inundation to measure flood damage to pond aquaculture. Any inundation lowers the probability of operating a pond by 2.9 percentage points, a 16 percent relative decline. Severe floods, which inundate more than half the surrounding area, reduce yield by 48 percent, revenue by 47 percent and profit by about 18,500 taka. No coping margin compensates, and household income falls by more than the pond loss alone. Such floods cost the sector about 26 million dollars a year.

Ongoing Field Experiments and Data Collection

Works in Progress

Policy Writing