David A. Jaeger,
Joakim Ruist, Jan Stuhler, IZA: Shift-Share Instruments and the Impact of
Immigration. A large literature exploits
geographic variation in the concentration of immigrants to identify their
impact on a variety of outcomes. To address the endogeneity of immigrants'
location choices, the most commonly-used instrument interacts national inflows by
country of origin with immigrants' past geographic distribution. We present evidence that
estimates based on this "shift-share" instrument conflate the short-
and long-run responses to immigration shocks. If the spatial distribution of
immigrant inflows is stable over time, the instrument is likely to be
correlated with ongoing responses to previous supply shocks. Estimates based on
the conventional shift-share instrument are therefore unlikely to identify the
short-run causal effect. We propose a "multiple
instrumentation" procedure that isolates the spatial variation arising
from changes in the country-of-origin composition at the national level and
permits us to estimate separately the short- and long-run effects. Our results
are a cautionary tale for a large body of empirical work, not just on
immigration, that rely on shift-share instruments for causal inference.
Seetha Menon,
Andrea Salvatori, Wouter Zwysen, IZA: The Effect of Computer Use on Job Quality:
Evidence from Europe. This paper
studies changes in computer use and job quality in the EU-15 between 1995 and
2015. We document that while the proportion of workers using computers has
increased from 40% to more than 60% over twenty years, there remain significant
differences between countries even within the same occupations. Several
countries have seen a significant increase in computer use even in low-skilled
occupations generally assumed to be less affected by technology. Overall, the great increase in
computer use between 1995 and 2015 has coincided with a period of modest
deterioration of job quality in the EU-15 as whole, as discretion declined for
most occupational and educational groups while intensity increased slightly for
most of them. Our OLS results that exploit variation within
country-occupation cells point to a sizeable positive effect of computer use on
discretion, but to small or no effect on intensity at work. Our instrumental
variable estimates point to an even more benign effect of computer use on job
quality. Hence, the results suggest that the (moderate) deterioration in the
quality of work observed in the EU-15 between 1995 and 2015 has occurred
despite the spread of computers, rather than because of them.
Ofer Malamud,
Andreea Mitrut, Cristian Pop-Eleches, NBER: The Effect of Education on
Mortality and Health: Evidence from a Schooling Expansion in Romania. This paper examines a schooling expansion in Romania
which increased educational attainment for successive cohorts born between 1945
and 1950. We use a regression discontinuity design at the day level based on
school entry cutoff dates to estimate impacts on mortality with 1994-2016 Vital
Statistics data and self-reported health with 2011 Census data. We find that the schooling
reform led to significant increases in years of schooling and changes in labor
market outcomes but did not affect mortality or self-reported health.
These estimates provide new evidence for the causal relationship between
education and mortality outside of high-income countries and at lower margins
of educational attainment.
Michael Sinkinson,
Amanda Starc, Econofact: Could Drug Ads Have Positive Side Effects? The United States is one of only two countries in the
world where it is legal for pharmaceutical companies to advertise their
products directly to consumers. Drug ads are expensive and pharmaceutical
companies are spending hefty sums advertising certain drugs. Evidence indicates
that such advertising does indeed lead to increases in drug sales, some of
which happen at the expense of a competitor's product. But, by expanding the
patient population, advertising can also lead to social benefits. A consumer that starts taking
statins is much less likely to have a heart attack. And heart attacks are
expensive to treat. We find that the benefits of getting these patients on
statins far outweigh the costs of the statin ads themselves and were larger
even than the costs of all direct-to-consumer drug advertising added together
in the year of our study.
David Slusky,
Richard J. Zeckhauser. NBER: Sunlight and Protection Against Influenza. Recent medical literature suggests that vitamin D
supplementation protects against acute respiratory tract infection. Humans
exposed to sunlight produce vitamin D directly. This paper investigates how
differences in sunlight, as measured over several years within states and
during the same calendar month, affect influenza incidence. We find that sunlight strongly
protects against influenza. This relationship is driven by sunlight in late
summer and early fall, when there are sufficient quantities of both sunlight
and influenza activity. A 10% increase in relative sunlight decreases
the influenza index in September by 3 points on a 10-point scale. This effect
is far greater than the effect of vitamin D supplementation in randomized
trials, a differential due to broad exposure to sunlight, hence herd immunity.
We also find suggestive evidence, consistent with herd immunity theory, that
the protective sunlight effect is strongest with a middle level of population
density.
Christopher D.
Gardner et al., JAMA: Effect of Low-Fat vs Low-Carbohydrate Diet on 12-Month
Weight Loss in Overweight Adults and the Association With Genotype Pattern or
Insulin Secretion. The DIETFITS Randomized Clinical Trial. What is the effect of a healthy low-fat (HLF) diet vs
a healthy low-carbohydrate (HLC) diet on weight change at 12 months and are
these effects related to genotype pattern or insulin secretion? In this
randomized clinical trial among 609 overweight adults, weight change over 12
months was not significantly different for participants in the HLF diet group
(−5.3 kg) vs the HLC diet group (−6.0 kg), and there was no significant
diet-genotype interaction or diet-insulin interaction with 12-month weight
loss. There was no
significant difference in 12-month weight loss between the HLF and HLC diets,
and neither genotype pattern nor baseline insulin secretion was associated with
the dietary effects on weight loss.
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