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Reviewing the literature Observational Methods & Research Designs

This text provides an overview of reviewing the literature, including how to search for relevant primary and secondary sources, the advantages and disadvantages of each, and different observational methods and research designs used in psychology.

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Reviewing the literature Observational Methods & Research Designs

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  1. Reviewing the literatureObservational Methods & Research Designs Psych 231: Research Methods in Psychology

  2. ReggieNet Quizzes • Quiz 2 is Due Fri. at midnight. • Next week’s labs: • Download and read the Assefi & Garry (2003) article before labs (a pdf is available in the ReggieNet Resources folder) • Group Projects – • An experiment, at least 1 independent variable and 1 dependent variable • Limited resources: 10-15 per group of run time, one room, ~20 participants Announcements

  3. Why do a review of the literature? • What is the literature? • How do you search the literature? Reviewing the literature

  4. What are the underlying motivations for doing a review of the literature? • Getting ideas. • What has been done, what hasn’t been done? • Understanding the relevant theories. • What variables are important? • Avoid past mistakes. • Source Types: Primary and Secondary Why review the literature?

  5. Primary Sources - essentially reading the original report • Journal articles • Edited books (sometimes) • Professional meetings • Electronic publishing (fairly new, pluses and minuses) • Recommendation: stick to peer review journals, there are some that just require authors to pay-to-publish • Faculty members & other personal communications What is the literature? Primary vs. Secondary Sources (~3 mins) Primary vs. Secondary Sources (~3 mins)

  6. Advantages: Good starting place Often reviews a lot of relevant literature Relatively brief descriptions • Secondary Sources - reading a report of the report • Literature Reviews • Psychological Bulletin, Annual Review of Psychology • Text books • Citations in books and articles Disadvantages: • Somebody else’s description • May be incorrect • May be biased • Not enough detail What is the literature? Primary vs. Secondary Sources (~3 mins) Primary vs. Secondary Sources (~3 mins)

  7. How do you search the literature? • PsycInfo is a powerful tool • At Milner Library web page • Some tutorials: video (~4 mins) | video (~5 mins) | video (~55 mins) | more videos here • GoogleScholar is an increasingly powerful tool • https://scholar.google.com/ • Use the reference sections at the end of articles: An “old school method” that is still a really good one Reviewing the literature

  8. Claim:People perform best with a good night of sleep. • Sleep walking story (2) • Sleep and high school (2) • Science of sleep • To begin to answer the claim we’ve got to FOCUS the idea • Break the general idea down into smaller more specific ideas • Develop theories/hypotheses as to how & why • EVALUATE the idea (e.g., the ROT test) • TEST the idea: using research methods to test parts of the theory (hypotheses) Developing your Research Idea

  9. Claim:People perform best with a good night of sleep. • Focusing the idea • What do we mean by “perform best”? • Academic performance? • Physical performance? • What do we mean by “good night sleep”? • 8 hrs?, Uninterrupted?, 2 hours of REM? • What is the underlying theory? What hypotheses do we test? • e.g., Consolidation of memories happen during REM sleep, so getting more REM sleep should lead to better recall Operational definitions Developing your Research Idea

  10. Claim:People perform best with a good night of sleep. • Evaluating the idea (ROT) • Can we replicate the research, do we get similar results? • Answer may depend on how you choose to make your observations (your research methods) • How do we observe performance? How do we observe good sleep? • Recall tests, recognition tests, “brain waves,” ,,, • Are our predictions testable? Developing your Research Idea

  11. Claim:People perform best with a good night of sleep. • How might we go about trying to test this claim? • What are the things (variables) of interest? • What is the hypothesized relationship between these variables? • How should we test it? • How do we observe the behavior? • What research design should we use? What are our goals? Developing your Research Idea

  12. Observational approaches: Data collection • How do we observe the behaviors of interest? • Types of research designs • What kinds of research questions are you investigating? • E.g., Cause and effect? Descriptive? Conducting Research

  13. Observational approaches: Data collection • How do we observe the behaviors of interest? • Naturalistic observation • Participant observation • Survey & interviews • Archival data • Systematic (contrived/analog) observation • Experiments Direct Observation Observation without manipulation Observational Methods

  14. Naturalistic Observation: Observation and description of behaviors within a natural setting • High external validity • Good for behaviors that don’t occur (as well) in more controlled settings • Often a first step in the research project • Can be difficult to do well • Hard not to influence things (reactivity effect) • Takes a long time • Need multiple observers to agree Jane Goodall Dian Fossey Observational Methods

  15. Participant Observation: The researcher engages in the same behaviors as those being observed • May allow observation of behaviors not normally accessible to outside observation • Internal perspective from direct participation • But could lead to loss of objectivity • Potential for contamination by observer http://www.sil.org/~headlandt/students.htm Observational Methods

  16. Survey methods: Questionnaires and interviews that ask people to provide information about themselves • Widely used methodology • Best way to collect some kinds of information: • Descriptive, behavioral, and preferential • e.g., demographic information, recreational behavior, and attitudes • Large amounts of data can be collected quickly with relatively little cost (effort, time, etc.) • But they’re often not as “cheap” as you may think • Done correctly, can be a very difficult method Observational Methods

  17. Archival data: Rather than making direct observations, researcher examines existing public or private records • If the appropriate existing records can be found, no need for data collection • Data set may be more extensive than what you could collect yourself • However, you are limited to the data that exists, may be no way to collect follow-up data • Data may be of observations that you cannot (ethically) collect or manipulate • E.g., murder rates, who marries whom, etc. • Word of caution: be aware of how and where the data were collected Observational Methods

  18. Advantages • Complex patterns of behavior in particular settings • Useful when little is known about the subject of study • May learn about something that never would have thought of looking at experimentally • Disadvantages • Causality is a problem • Threats to internal validity because of lack of control • Every confound is a threat • Lots of alternative explanations • Directionality of the relationship isn’t known • Sometimes the results are not reproducible Observation without manipulation Observational Methods

  19. Systematic (Contrived/Analog Observation): The observer sets up the situation that is observed • Observations of one or more specific variables made in a precisely defined setting • Much less global than naturalistic observations • Often takes less time • However, since it is not a natural setting, the behavior may be changed Observational Methods

  20. Case studies • Intensive study of a small set of individuals and their behaviors • Correlational • Looking for a co-occurrence relationship between two (or more) variables • Quasi-experimental • Experimental designs with one or more non-random variables • Experimental • Investigating the cause-and-effect relationship between two (or more) variables through the manipulation of variables Types of research designs

  21. This view has some disadvantages • There may be poor generalizabilty • There are typically a number of possible confounds and alternative explanations • Intensive study of a single person, a very traditional method. Typically: • Descriptive (and non-experimental). • Interesting (and often rare) case. Fits well with clinical work. • Phineas Gage(Sci. Am. Show) • Sept 13, 1848 Explosion propelled a railroad tamping rod through his brain • Changed personality Case Histories See: Oliver Sacks’ books for some other great examples interview

  22. Measure two (or more) variables for each individual and see if the variables co-occur (suggesting that they are related) • Used for: • Predictions • Establishing Reliabilityand Validity • Evaluating theories • Limitation: Shouldn’t make casual claims Y X ? or or Correlational Methods

  23. We’d like to say: • To be able to do this: • There must be co-variation between the two variables • The causal variable must come first • Directionality problem • Happy people sleep well • Or is it that sleeping well when you are happy? • Need to eliminate plausible alternative explanations • Third variable problem Y X causes X Y X Y or • Do Storks bring babies? • Neyman (1952) reported a strong positive correlation between number of babies and stork sightings Causal claims

  24. Source: Kronmal (1993) r = 0.63 • Do Storks bring babies? • Neyman (1952) reported a strong positive correlation between number of babies and stork sightings Causal claims

  25. Is killing storks and effective method of controlling birth rates? Theory 1: Storks deliver babies

  26. Theory 2: Underlying third variable

  27. Manipulating and controlling variables in laboratory experiments • Must have a comparison • At least two groups (often more) that get compared • One groups serves as a control for the other group • Variables • Independent variable - the variable that is manipulated • Allows for the testing of causal hypotheses • Dependent variable - the variable that is measured • Control variables - held constant for all participants in the experiment The experimental method

  28. Advantages • Precise control possible • Precise measurement possible • Theory testing possible • Can make causal claims • Manipulating and controlling variables in laboratory experiments Disadvantages • Artificial situations may restrict generalization to “real world” • Complex behaviors may be difficult to measure The experimental method

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