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9/13/13 Aim: How and why do psychologists produce valid research? • Do Now: Fill out the survey. 1 Aim: How do biases contaminate our everyday judgments? • Do now: I need 5 volunteers – raise your hand if you want to volunteer. » Truth/lie » • • • • % of your confidence 50 guess 100 % totally sure 1 2 3 4 2 Overconfidence Sometimes we think we know more than we actually know. How long do you think it would take to unscramble these anagrams? People said it would take about 10 seconds, yet on average they took about 3 minutes. Anagram WREAT WATER ETYRN ENTRY GRABE BARGE 3 Hindsight Bias Hindsight Bias is the “I-knew-it-all-along” phenomenon. After learning the outcome of an event, many people believe they could have predicted that very outcome. We only knew the dot.com stocks would plummet after they actually did plummet. Show clip. 4 Confirmation Bias • We seek to find information that confirms what we already know. • How does the Seinfeld clip show confirmation bias? Explain. 5 False Consensus Effect • The tendency to overestimate how much other people agree with you. There is a tendency for people to assume that their own opinions, beliefs, preferences, values and habits are 'normal' and that others also think the same way that they do. • Show clip 6 Aim: What are the Goals of Research • Do Now: copy the statements (leave room) – Placebo – Explain about lie detectors – Explain Hite research – What is correlation 7 9/15 Aim: What are the 3 goals of psychological research? • Do Now: Set up an experiment to determine if viewing Spongebob causes decreased ability to focus in academic tasks in young viewers 8 9/19 Aim: How do experiments, powered by random assignment, clarify cause and effect? • Do Now: Identify the difference between the following: – Random sample – Random assignment – Also, what is the placebo effect? – After the clip, answer “How does the clip show a placebo effect?” 9 The Need for Psychological Science Intuition & Common Sense Many people believe that intuition and common sense are enough to bring forth answers regarding human nature. Intuition and common sense may aid queries, but they are not free of error. 10 Psychological Science 1. How can we differentiate between uniformed opinions and examined conclusions? 2. The science of psychology helps make these examined conclusions, which leads to our understanding of how people feel, think, and act as they do! 11 The Scientific Attitude The scientific attitude is composed of curiosity (passion for exploration), skepticism (doubting and questioning) and humility (ability to accept responsibility when wrong). 12 Scientific Method Psychologists, like all scientists, use the scientific method to construct theories that organize, summarize and simplify observations. 13 Research Observations Research would require us to administer tests of self-esteem and depression. Individuals who score low on a self-esteem test and high on a depression test would confirm our hypothesis. 14 Aim: What are the goals of psychological research? • 1. describe behavior • 2. predict behavior • 3. determine cause and effect 15 Describe behavior has 3 tools • Case Study • Survey • Naturalistic Observation 16 Prediction has 1 tool • Correlation 17 Determine cause and effect has one tool • Experimentation 18 Describe behavior – CASE STUDY Case Study A technique in which one person is studied in depth to reveal underlying behavioral principles. Advantages – get to know one person in depth Disadvantage – cannot generalize findings to population 19 Describe behavior - Survey A technique for questioning the self-reported attitudes, opinions or behaviors of people Advantages inexpensive, easy to collect data, easy to generalize – used in conjunction with correlations Disadvantages – may not be honest, wording effects may confuse people, may not be a representative sample (Hite research) Terms - representative, random sample, generalize. Social desirability bias – people answer how 20 they think others want them to answer Survey - disadvantages False Consensus Effect A tendency to overestimate the extent to which others share our beliefs and behaviors. 21 Describe behavior - Naturalistic Observation Observing and recording the behavior of people/animals in the wild and recording self-seating patterns in a multiracial school lunch room constitute naturalistic observation. Advantages – realistic data Disadvantages – could interfere with behaviors, no control like a lab 22 9/18 Aim: What are positive and negative correlations, and why do they enable prediction but not cause-effect explanation? • Copy Aim onto top of worksheet 23 Correlation – used to predict behavior When we reveal a relationship between two variables, the are correlated, used to predict Advantages – allow for prediction, collect data from surveys Disads - does not mean causation Correlation coefficient Correlation Coefficient is a statistical measure of the relationship between two variables. Indicates strength of relationship (0.00 to 1.00) r = + 0.37 Indicates direction of relationship (positive or negative) 24 Terms: Scatterplots Perfect positive correlation (+1.00) Scatterplot is a graph comprised of points that are generated by values of two variables. The slope of the points depicts the direction, while the amount of scatter depicts the strength of the relationship. 25 Perfect positive correlation (+1.00) Perfect negative correlation (-1.00) 26 • If two things are positively correlated, the presence of one predicts the presence of the other • In contrast, a negative correlation means that the presence of one thing predicts the absence of the other • When no exists between two variables NO correlation exists. 27 • Correlations can be either strong or weak. • The strength of a correlations is expressed by a number called correlation coefficient • -1 and + 1 are both very strong . The number 0 denotes a weak relationship. • Describe a r= -.12 _______________________ 28 Scatterplots Perfect negative correlation (-1.00) No relationship (0.00) The Scatterplot on the left shows a negative correlation, while the one on the right shows no relationship between the two variables. 29 Data Data showing height and temperament in people. 30 Scatterplot The Scatterplot below shows the relationship between height and temperament in people. There is a moderate positive correlation of +0.63. 31 Correlation and Causation or 32 Illusory Correlation The perception of a relationship where no relationship actually exists. Ex: sugar makes children hyperactive 33 Order in Random Events Given random data, we look for order and meaningful patterns. Your chances of being dealt either of these hands is precisely the same: 1 in 2,598,960. 34 Order in Random Events Given large numbers of random outcomes, a few are likely to express order. Jerry Telfer/ San Francisco Chronicle Angelo and Maria Gallina won two California lottery games on the same day. 35 Aim: How do we use Experimentation To determine Cause and Effect Like other sciences, experimentation is the backbone of psychology research. Experiments isolate causes and their effects. Experiments (1) manipulate factors that interest us, while other factors are kept under (2) control Advantages – controlled environment Disadvantages – confounding variables – variables the may affect our data Terms – assignment of group members - control/experimental, double blind, blind, placebo,36 experimenter bias Exploring Cause & Effect Many factors influence our behavior.. Effects generated by manipulated factors isolate cause and effect relationships. Advantages – controlled environment Disadvantages – confounding variables, experimenter bias Terms – assignment, random, double blind, blind, placebo, control group, experimental group 37 Independent Variable An Independent Variable is a factor manipulated by the experimenter. The effect of the independent variable is the focus of the study. 38 Dependent Variable A Dependent Variable is a factor that may change in response to an independent variable. In psychology, it is usually a behavior or a mental process. 39 Operational Definitions • Clearly define your variables so that others can clearly replicate your research and get the same results (reliable) – Example: watching 9 minutes of Sponge Bob – Independent variable operationally defined 40 Example • • • • Independent Variable – special juice Dependent Variable – worker productivity Exp Group – juice Control – no juice • Always make your experimental group the Independent variable and it will be right! 41 Megan wants to test 3 different treatments on the cure of phobias. Subjects were exposed to one of the 3 possible treatments for a period of 3 months and are then tested for a reaction to their fear. 42 Evaluating Therapies Double-blind Procedure In evaluating drug therapies, patients and experimenter’s assistants should remain unaware of which patients had the real treatment and which patients had the placebo treatment. 43 9/20/13 What are the terms associated with good research? • On the bottom of yesterdays sheet, match the terms. 44 Research Process 45 1. It all starts with a THEORY • Explanation using an integrated set of principles that organize and predicts observations and ideas 46 2. Population • all the cases in a group, from which samples may be drawn for a study 47 3. Valid • Does the research measure what it intends to measure – Ex: If you are trying to measure for intelligence but actually ask questions regarding physical tasks (jumping up and down, how fast you can run) 48 4. Replication • repeating the essence of a research study, usually w/ different participants in different situations, to see whether the basic finding extends to other participants and circumstances – Need to have clear operational definitions to replicate 49 5. Critical Thinking Critical thinking does not accept arguments and conclusions blindly. It examines assumptions, discerns hidden values, evaluates evidence and assesses conclusions. 50 6. Reliable • Through replication can we support the same or similar results again and again 51 7. Hypothesis A Hypothesis is a testable prediction, often prompted by a theory, to enable us to accept, reject or revise the theory. Ex: People with low self-esteem are more likely to feel depressed. (correlation) Viewing aggressive television creates causes aggressive behavior.(cause and effect) 52 8. Operational definition • Clearly define your variables so another researcher can replicate your experiment and or findings – Defining clearly your independent and dependent variables 53 9.Generalize • The ability to apply your research findings in your sample to the entire population 54 10. Sample • group that fairly represents a population because each member has an equal chance of inclusion in the study – Best is random sample 55 Hawthorne Effect – aka observer effect • Increasing • decreasing • The change in behavior that occurs when people know they are being watched. • Cartoon – The tribe members are more advanced than they appear, they are putting on a performance for the anthropologists (study cultures – present and past - primitive) 56 Answers to MC Questions (no stats) • • • • • • • • 1.A 2. C 3.C 4.D 5. D 6.D 7.D 8.B 9. C 10.B 11. D 12.D 16.D 19. D 57 9/25/13Aim: How can we describe data with measures of central tendency and variation? Do Now: What is misleading about the two sets of data? 58 Describing Data A meaningful description of data is important in research. Misrepresentation may lead to incorrect conclusions. Theses are histograms 59 Histogram – show us data distribution 60 Frequency polygon – distribution of data but without bars 61 Measures of Central Tendency – neatly summarize the data, tell about the average Mode: The most frequently occurring score in a distribution. 5,6,7,7,7,8,8,9,9,10 – mode is 7 Mean: The arithmetic average of scores in a distribution obtained by adding the scores and then dividing by the number of scores that were added together. VERY SENSITIVE – affected by extreme scores 5,6,7,7,7,8,8,9,9,10 – mean 7.5 Median: The middle score in a rank-ordered distribution. 5,6,7,7,7,8,8,9,9,10 – median 7.6 62 Measures of Central Tendency A Skewed Distribution 63 So…which measure of central tendency is most affected by extreme scores?? • Mean • Let’s find out how – handout with extreme scores on the bottom 64 65 66 67 Positive Skew 68 Negative Skew 69 Measures of Variation – how similar or diverse the scores are Range: The difference between the highest and lowest scores in a distribution; crude range Largest range will have largest standard deviation (MOST affected by extreme scores) Standard Deviation: A computed measure of how much scores vary around the mean; how do they deviate from each other (square root Of the variance) Variance: how the scores deviate about the mean, smaller variance and sd mean representative data, 70 less disperse data. Data is similar 71 Which measure of variation is most affected by extreme scores? • The range (difference of low to high) 72 What kind of data suggests that scores are similar? • Scores with low variance and standard deviation • Data that is similar is better. Why? – You can generalize it to the population 73 Standard Deviation 74 Variance • Is the square of the standard deviation • In the first example, the standard deviation was 5, the variance is 25. • In the second example, the standard deviation was 15, the variance is 225 • Large variance means the data is widely spread about the mean, so the data is not similar 75 Explain what these mean If a set of data is has a …. • Small standard deviation – Range is small and data is similar to average • Large standard deviation – Range is large and data is different from average • Small variance – Range is small and data is similar to average • Large variance – Range is large and data is different from average 76 Making Inferences A statistical statement of how frequently an obtained result occurred by experimental manipulation or by chance. Are the results real or not? How similar are your scores to what the general population would have scored? What do you think? Do we want our results to because of our experiment or because of chance? Pick one and explain why. 77 Making Inferences When is an Observed Difference Reliable? 1. Representative samples are better than biased samples. 2. Less variability and standard deviation are observations are more reliable than more variable ones. 3. More cases are better than fewer cases. 78 Making Inferences When is a Difference Significant? When sample averages are reliable and the difference between them is relatively large, we say the difference has statistical significance. For psychologists this difference is measured through alpha level set at 5 percent. If p=.05 (95%) or less This number means we are 95% confident our results are due to our experiment and NOT DUE 79 TO CHANCE Answers to MC stats questions • • • • • • • 13. A 14.D 15. B 16 D 17.C 18.C 20.A • • • • • • • • • Matching 1.i 2.f 3.l 4.j 5.e 6.b 7h 8g • • • • • • 9c 10a 11d 12m 13k 14n 80 9/24/12 Aim: What are the ethics involved in conducting research? • Do Now: Look at your informed consent form - What do you think is unethical about it? List. 81 Ethics - IDCARD • Informed Consent – must know they are involved and give permission • Deception – cannot trick participants about the nature of the research, might invalidate informed consent • Coercion – cannot dupe or force them to participate in the study • Anonymity – must not reveal information about individuals by name • Risk – no significant physical and mental risk • Debriefing – must tell them the purpose of the 82 study and contact them after with results Here’s a question for you… • When is it permissible for a psychologist to share a client’s test scores with another person? When the client provides written permission to share results (informed consent) 83 What are the 3 guidelines for experimenting on animals? All researchers who deal with animal research are required to follow ethical guidelines in caring for these animals 1.Clear purpose 2. Care for animals (alaa rocks) 3. Least amount of risk What is the difference between animals and mans? Animals can be placed in greater harm than humans 84 • On a scale of 1-5, please rate how accurate the personality assessment is. • 1 – not accurate at all • 2 –maybe a tiny bit accurate • 3 – eh • 4 – somewhat accurate • 5- very accurate, this is totally me 85 Barnum Effect (after PT Barnum) • “There’s a sucker born every minute” • Why are there so many 4s 5s? • People believe positive statements about themselves, more positive – greater believability • People are more willing to believe something if it is from an authority figure • People believe if it is “uniquely prepared for them” • General, vague opposite statements apply to all 86