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A University of Helsinki (Finland) study wanted to determine if chocolate consumption during pregnancy had an effect on infant temperament at age 6 months. Researchers began by asking 305 healthy pregnant women to report their chocolate consumption. Six months after birth, the researchers asked mothers to rate their infants鈥 temperament, including smiling, laughter, and fear. The babies born to women who had been eating chocolate daily during pregnancy were found to be more active and "positively reactive" - a measure that the investigators said encompasses traits like smiling and laughter. \(^{30}\) (a) Was this an observational study or an experiment? Justify your answer. (b) What are the explanatory and response variables? (c) Does this study show that eating chocolate regularly during pregnancy helps produce infants with good temperament? Explain.

Short Answer

Expert verified
(a) Observational study; (b) Chocolate consumption (explanatory), infant temperament (response); (c) Shows association, not causation.

Step by step solution

01

Understanding the study type

To determine if the study is observational or experimental, we need to consider the design. An observational study involves monitoring subjects without assigning treatments, whereas an experimental study involves actively manipulating variables. The University of Helsinki study did not assign chocolate consumption to participants; they simply observed existing habits and collected data accordingly.
02

Identify explanatory and response variables

In studies, the explanatory variable is what might influence changes in the outcome (response variable). Here, chocolate consumption during pregnancy is the explanatory variable because it potentially affects the children's temperament (i.e., smiling, laughter) at 6 months, which is the response variable.
03

Assessing causation

To establish causation, experimental manipulation and control of confounding variables are generally required. Since this study did not manipulate chocolate consumption but merely observed pre-existing behaviors, we cannot definitively claim causation, only an association.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Observational Study
In research, understanding the study's design is crucial. An observational study, as opposed to an experiment, involves simply watching subjects and recording data without any manipulation or assignment of variables by the researchers. In the University of Helsinki study, researchers collected information on chocolate consumption habits during pregnancy but did not instruct the participants to consume or avoid chocolate. They merely observed the natural chocolate-eating habits of these pregnant women. This approach classifies their work as an observational study because it centers on observing pre-existing behaviors rather than introducing any direct interventions.
Explanatory and Response Variables
Within any study, identifying the explanatory and response variables is a key step. The explanatory variable is what researchers suspect might affect changes in the outcome. In this study, chocolate consumption during pregnancy serves as the explanatory variable. It is the factor under consideration that might influence the results. The outcome or the factor that is measured is the response variable. In the Helsinki study, the researchers looked at infant temperament; thus, the infant's temperament at six months, which was evaluated by factors like smiling and laughter, is the response variable. Recognizing these variables helps illustrate the relationship being studied, even if causation isn't claimed.
Causation in Research
One of the most important aspects of research is discerning whether a study can establish causation or merely show association. Establishing causation usually requires a controlled environment where variables can be manipulated to measure direct effects. This includes randomly assigning participants to groups and controlling external influences, known as confounding variables.

In the University of Helsinki study, researchers noted an association between chocolate consumption and better infant temperament but couldn't claim one caused the other. Since the study was observational and did not involve controlling all factors that could affect the infants' behavior (like genetics, environment, or maternal health), causation can't be definitively stated. Thus, while interesting, the study underscores that further research, possibly involving experimental methodologies, is needed for robust conclusions.

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