week 1 - introduction two psychology Flashcards
what is science
using systematic observation to gain knowledge using empirical methods often.
Unsystematic observation - anecdotal, based on personal experience but not empirical methods.
Observation can develop into logical ideas that can be tested, ex. hypothesis.
To test hypotheses we can create an experiment with controlled conditions assigned to be observed to have an outcome.
type 2 error
A type II error is a statistical term used within the context of hypothesis testing that describes the error that occurs when one accepts a null hypothesis that is actually false. A type II error produces a false negative, also known as an error of omission.
type II error, when the data fail to show a relationship between variables that actually exists. In our example, this time pretend that maturity is —in reality—associated with academic performance, but the researcher doesn’t find it in her sample. Perhaps it was just her bad luck that her older students are just having an off day, suffering from test anxiety, or were uncharacteristically careless with their homework: the peculiarities of her particular sample, by chance, prevent the researcher from identifying the real relationship between maturity and academic performance.
type 1 error
A type I error occurs during hypothesis testing when a null hypothesis is rejected, even though it is accurate and should not be rejected. … A type I error is “false positive” leading to an incorrect rejection of the null hypothesis.
type I error – when the researcher concludes there is a relationship between two variables but, in reality, there is not. Back to our example: Let’s now pretend there’s no relationship between maturity and grades, but the researcher still finds one. Why does this happen? It may be that her sample, by chance, includes older students who also have better study habits and perform better: the researcher has “found” a relationship (the data appearing to show age as significantly correlated with academic performance), but the truth is that the apparent relationship is purely coincidental.
probability value
Probability value - how likely it is that we would observe this pattern of data if there was no difference in reality
systematic observation
Systematic observation (recorded observations in a controlled environment)
⇩ leads to ⇩
Hypotheses we can test. When we develop hypotheses and theories, we state them in a way that can be tested
science is democratic
people are more likely to want to be able to form their own opinions and debate conclusions. Scientists are skeptical and have open discussions about their observations and theories. These debates often occur as scientists publish competing findings with the idea that the best data will win the argument.
science is cumulative
We can learn the important truths discovered by earlier scientists and build on them. Any physics student today knows more about physics than Sir Isaac Newton did even though Newton was possibly the most brilliant physicist of all time.
Francis galton
a cousin of Charles Darwin
.
Galton used patches of color to test people’s ability to distinguish between them.
invented the self-report questionnaire,
Galton was able to use self-reports to examine—among other things
Nature nurture man
informed consent
Informed consent - In general, people should know when they are involved in research, and understand what will happen to them during the study. They should then be given a free choice as to whether to participate.
confidentiality
Confidentiality - Information that researchers learn about individual participants should not be made public without the consent of the individual.
privacy
Privacy - Researchers should not make observations of people in private places such as their bedrooms without their knowledge and consent. Researchers should not seek confidential information from others, such as school authorities, without consent of the participant or their guardian.
benefits
Benefits - Researchers should consider the benefits of their proposed research and weigh these against potential risks to the participants. People who participate in psychological studies should be exposed to risk only if they fully understand these risks and only if the likely benefits clearly outweigh the risks.
deception
Deception - Some researchers need to deceive participants in order to hide the true nature of the study. This is typically done to prevent participants from modifying their behavior in unnatural ways. Researchers are required to “debrief” their participants after they have completed the study. Debriefing is an opportunity to educate participants about the true nature of the study.
empirical methods
Empirical methods - Approaches to inquiry that are tied to actual measurement and observation.
ethics
Ethics - Professional guidelines that offer researchers a template for making decisions that protect research participants from potential harm and that help steer scientists away from conflicts of interest or other situations that might compromise the integrity of their research.