Final answer:
This ecological study uses statistical methods to analyze the relationships between income inequality and obesity, diabetes mortality, and calorie intake. It is considered an analytical study at a population or group level, but does not establish cause and effect relationships.
Step-by-step explanation:
This ecological study is considered an analytical study because it uses statistical methods to measure associations between income inequality and various outcomes. It collects aggregate data from populations of 21 countries and analyzes the relationships between income inequality and obesity, diabetes mortality, and calorie intake.
An ecological study is a type of observational study that examines the relationships between variables at a population or group level. It does not focus on individual-level data or establish cause and effect relationships.
An ecological fallacy occurs when conclusions are drawn about individuals based on group-level data. In the case of this study, the ecological fallacy would be assuming that the relationships observed between income inequality and the outcomes apply to individuals within those countries.