Using luminosity data as a proxy for economic statistics.
نویسندگان
چکیده
A pervasive issue in social and environmental research has been how to improve the quality of socioeconomic data in developing countries. Given the shortcomings of standard sources, the present study examines luminosity (measures of nighttime lights visible from space) as a proxy for standard measures of output (gross domestic product). We compare output and luminosity at the country level and at the 1° latitude × 1° longitude grid-cell level for the period 1992-2008. We find that luminosity has informational value for countries with low-quality statistical systems, particularly for those countries with no recent population or economic censuses.
منابع مشابه
Census from Heaven: An Estimate of Global Electricity Demand “if Everyone Lived Like in OECD”
How much electricity does the world really need? Economic theory suggests that electricity demand depends on a number of factors such as per capita income, economic output, supply and cost of electricity. However, formal electricity demand models based on Gross Domestic Product (GDP), population growth and efficiency improvement assumptions may not capture the appropriate variables for response...
متن کاملاندازهگیری تأثیر سلامت بر رشد اقتصادی
Introduction: Economic growth in the literature is considered as a function of labor, capital, education level, and labor productivity. However, it can be affected by mental, physical, and emotional health. Accordingly, this paper aimed to estimate the impact of health on economic growth by using the production function method. Method: the research population, in this cause-effect study, consi...
متن کاملDoes Scale of Public Hospitals Affect Bargaining Power? Evidence From Japan
Background Many of public hospitals in Japan have had a deficit for a long time. Japanese local governments have been encouraging public hospitals to use group purchasing of drugs to benefit from the economies of scale, and increase their bargaining power for obtaining discounts in drug purchasing, thus improving their financial situation. In this study, we empirically investigate whether or no...
متن کاملProxy Means Tests for Targeting Subsidies Scheme in Iran
In this paper I develop a Proxy Means Tests (PMT) model and examine several targeting lines based on 2008 household survey data to identify beneficiaries for a targeting subsidy scheme in Iran. Based on the findings of this study, setting a cut-off percentile of 40% is expected to provide compensation for almost 70 percent of the poorest households. This will result in the highest accuracy main...
متن کاملEstimating provincial Capital Stock in Iran Economy
Investment and capital stock variables are considered as critical data requirements in economic policy making. In this context, having access to the statistics and performance of these variables is regarded as one of the requirements in economic planning. It will be more important especially at levels beyond the national level such as provincial level at which the data are not produced by na...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Proceedings of the National Academy of Sciences of the United States of America
دوره 108 21 شماره
صفحات -
تاریخ انتشار 2011