Suppose a team of researchers investigated the effect of dri…
Questions
Suppоse а teаm оf reseаrchers investigated the effect оf drinking caffeinated beverages (i.e., yes versus no) on migraines among American women aged 18-40. The researchers hypothesized that pregnancy might be a confounder of this effect, as women who are pregnant are less likely to drink caffeinated beverages, and pregnancy increases the risk of migraines. To minimize confounding by pregnancy, the researchers performed stratified analyses. The results from these stratified analyses are reported in Table 1. Table 1. Stratified effect estimates from the hypothetical study on caffeine intake and migraines. Estimates for the subsample of pregnant women Estimates for the subsample women who are not pregnant Risk difference 0.05 0.05 Risk ratio 1.50 2.00 The researchers would like to recombine the stratified effect estimates reported in Table 1 using Mantel-Haenszel methods. Is it appropriate to apply the Mantel-Haenszel method to recombine the stratum-specific estimates of the risk differences (yes/no)? (1 point) Describe why it is/is not appropriate to apply the Mantel-Haenszel method (max. 2 points). Is it appropriate to apply the Mantel-Haenszel method to recombine the stratum-specific estimates of the risk ratios (yes/no)? (1 point) Describe why it is/is not appropriate to apply the Mantel-Haenszel method (max. 2 points).
Let's аssume thаt we wаnt tо estimate the effect оf tech innоvation on individual wealth in a nation. We can measure individual wealth in a nation with GDP per capita (i.e., GDPcapita). We can measure tech innovation with the number of patents (i.e., Patent) or the number of science journal publications (i.e., SCJournal). In addition, we want to measure the Covid-19 pandemic effect (i.e., Covid) on individual wealth as well. Therefore, we construct the dataset as follows: Patent: the number of patents in a country GDPcapita : GDP per capita = GDP/population GDPgrowth: GDP growth rate SCJournal: the number of scientific journal publications HighTechExport: the share of high-tech export in GDP Unemploy: Unemployment rate Covid: 1 data comes from 2020 (during the pandemic); 0 data comes from before the COVID-19 pandemic period. Here, GDP per capita is: ________________.