Scientific Attitudes- need all 3 of these to do well in science
Curiosity - naturally curious about the world
Open-Mindedness -open to being wrong
Skepticism - “I’m not sure let me look into that”
Steps in the scientific process
Identify a question
gather information - 5 minutes in the library saves 5 years in the lab, read read read.
conduct research -reading is not research, conduct experimental studies that identify casual factors
analyze data -look for statistical significance, quantify if necessary
build a body of knowledge
Hindsight- though the result may seem obvious once its known the is that you cannot unlearn what you found. putting the pieces together after the fact is easy, but it didn’t make sense to you prior to learning the outcome
Theory Building- Aims to eliminate bias through stepwise procedures. we gain a deep understanding of exactly what causes a phenomenon to occur. A body of knowledge aims to explain multiple behavioral patterns with a simple explanation (Law of parsimony)
Hypothesis- specific testable prediction about what you expect to happen
example hypothesis: Students who sleep continuously for 8 hours before an exam will score higher than those who sleep continuously for 4 hours
(issues with this hypothesis: students could be any age, no specific time frame, before could mean 2 weeks before or the night before)
EXAM**knowing the difference between theory and hypothesis and research question**
example of not hypothesis: The amount of sleep before an exam affects performance
Theory- well substantiated explanation of the natural world, based on a body of scientific evidence
Operational Definition- outlines precisely what you mean
precisely how a concept or variable is defined
Translates abstract concepts into measurable terms
Variables
Independent- something manipulated by the researcher to observe the effect on the dependent variable
Dependent- variable that is measured and expected to change based on independent variable
independent variable- students who sleep 8 hours, 4 hours
dependent variable- exam scores
Collecting Data
2 mains styles EXAM**
Subjective measures-subjectively reporting your own thoughts, feelings, perceptions, sensations, behaviors
-self report; questionnaire you fill out about yourself
-proxy report; questionnaire that your friends/ family fill out about you
Behavior measures- recording directly observable behavior
-Psychological tests; Validated inventories created by psychologists to measure a specific construct
-Physiological tests; Instruments used to monitor and measure physiological changes to infer behavior. (skin response, MRI)
You cannot use the word proof with science- scientific knowledge is always tentative- subject to change when new evidence arises- proof is a statement of irrefutable fact that does not consider new evidence
if you say all swans are white, you would have to find every single swan ever. “as far as we know all ones that have been recorded have been white or black”
Types of research methodology:
describes- a population or a sample to obtain a detailed set of characteristics (example how long do students study per day? what are systems of depression?)
helps- understand more about a population, treatment, general characteristics
obtained through
case studies- in depth analysis on a specific event or person
natural observation - observe behavior as it occurs naturally. risk of subject/observer bias
lab studies
surveys - questionaries assessing attitudes
doesn't establish why or how something occurs, only that there is an occurrence.
describes- the relationship between two or more variables. easy to conduct easy to interpret
helps- to understand whether and how strongly pairs of variables are related
obtained through- same as descriptive studies case studies, natural observation, lab studies, surveys
correlation does not imply causation
Positive correlation-one variable increases so does the other one (hours studying increases, grades increase)
Negative correlation- one variable increases the other one decreases (Netflix watching increases, grade decreases)
correlational setbacks-does not convey the nature of the relationship
temporal precedence- cant tell which variable comes first
Scenario Amount of coffee drinking increases productivity Twist Does coffee increase productivity? Or do productive people drink more coffee
3rd variable- may be another unmeasured variable influencing the two variables
Scenario Sleep quality positively correlates with academic success Twist Highly successful people tend to prioritize both sleep and grade
Experimental Research
Describes: The relationship between manipulated variables and observed outcomes
Helps: to identify casual links between variables to better understand the world around us
Obtained through: conducting controlled experiments
differences between groups, testing two independent groups
by repeated measures testing the same group multiple times
could be a learning effect
Longitudinal, tracking participants over time
Does not: guarantee results will be replicable, valid, reliable, cannot determine whether experiment of free from confounding variables
Independent Variable -
Dependent Variable -
social desirability bias
Threats to Research- The big two
Validity: how well a research procedure is measuring a construct accurately
High Validity- well calibrated scale accurately measures weight
Low Validity- poor designed measure of anxiety that accidentally measures frustration
High reliability - consistently provides the same result when the same conditions are used
Low reliability- Provides widely different results even with the same conditions