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Research Designs & Reading and Writing with APA Style

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1 Research Designs & Reading and Writing with APA Style
Psych 231: Research Methods in Psychology

2 Announcements Today’s office hours shortened (2-2:30)
Exam 1 is 1½ weeks away This week’s labs: Download and read the Assefi & Garry (2003) article before labs Bring the article to labs Announcements

3 Types of research designs
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 Experimental Investigating the cause-and-effect relationship between two (or more) variables through the manipulation of variables Quasi-experimental Experimental designs with one or more non-random variables Descriptive: Describe variables as they exist Observational Survey Case studies Correlational - measures two (or more) variables in order to describe the relationship between them Experimental: Systematic manipulation and observation of non-naturally occurring events Types of research designs

4 Intensive study of a single person, a very traditional method
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 Sept 13, 1848 Explosion propelled a railroad tamping rod through his brain Changed personality This view has a number of 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 Get a very detailed description Fits well with clinical work Typically an interesting (and often rare) case The man who mistook his wife for a hat NA (fencing accident, amnesia) HM (surgery for epilepsy, amnesia) PZ (Korsakoff’s syndrome, amnesia, wrote autobiography a couple of years before the memory loss) Case Histories See: Oliver Sacks’ books for some other great examples

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

6 X Y Causal claims X Y We’d like to say: To be able to do this: or
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’re happy? Need to eliminate plausible alternative explanations Third variable problem X Y causes X Y or Do Storks bring babies? Neyman (1952) reported a strong positive correlation between number of babies and stork sightings Causal claims

7 Storks and babies r = 0.63 Do Storks bring babies?
Source: Kronmal (1993) r = 0.63 Do Storks bring babies? Neyman (1952) reported a strong positive correlation between number of babies and stork sightings Birthrate: To adjust for population size both the number of storks and number of babies was divided by the number of women (per 10,000 women) to form the birth rate and stork rate. Storks and babies

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

9 Theory 2: Underlying third variable

10 The experimental method
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 Experimental control will be discussed in more detail in a later lecture. It includes keeping the value of a variable constant for all conditions as well as allowing the variable to vary randomly (and hopefully equally across the experimental conditions) The experimental method

11 The experimental method
Manipulating and controlling variables in laboratory experiments Advantages Precise control possible Precise measurement possible Theory testing possible Can make causal claims Disadvantages Artificial situations may restrict generalization to “real world” Complex behaviors may be difficult to measure The ability to make causal claims comes from the use of control: Holding variables constant Selecting the levels of the independent variable Random assignment to conditions The experimental method

12 Reading and Writing with Style (APA)
The Literature Why Review it? What is it? How do you read it? How do you write it? Reading and Writing with Style (APA)

13 Why review the literature
What are the underlying motivations for doing a review of the literature? Getting ideas. What has been done? (what has not been done?) Understanding the relevant theories. What variables are important? What methodologies have been used? Avoid past mistakes. Why review the literature

14 Primary Sources - essentially reading the original report
Journal articles Edited books (sometimes) Professional meetings Electronic publishing (fairly new, pluses and minuses) Faculty members & other personal communications Secondary Sources - reading a report of the report Literature Reviews Psychological Bulletin, Annual Review of Psychology Text books Citations in books and articles What is the literature?

15 Primary Sources - essentially reading the original report
Journal articles Edited books (sometimes) Professional meetings Electronic publishing (fairly new, pluses and minuses) Faculty members & other personal communications Secondary Sources - reading a report of the report Advantages Good starting place Often reviews a lot of relevant literature Relatively brief descriptions Disadvantages Somebody else’s description May be incorrect May be biased Not enough detail What is the literature?

16 Reading a research article
What are the goals of a research article? For the reader to: Know about the research Understand what was done Allow further testing & replication Be convinced by the research (hopefully) Standardization of research report format APA style Organization and content reflects the logical thinking in scientific investigation Standardization helps with clarity Read with a critical eye Write with clarity in mind Reading a research article

17 Misconceptions about Scientific writing
Writing the paper is the routine part of the research process Forces you to commit to your evidence and conclusions Just the facts The facts are just part of the argument that the author is making What you say is all that is important, how you say it isn’t important Good writing leads to higher chance of accomplishing your goals Misconceptions about Scientific writing

18 Psychological writing tends to differ from other academic writings
Not a creative writing exercise Presenting an argument based on data and logical reasoning Try to avoid using direct quotes, restate things in your own words. Avoid digression Footnotes are rare, they’re used to elaborate/clarify a point. Try to do so in the text. If long digressions, use the appendix Direct quotes are an easy cop out if you don’t understand something. Don’t cop out. Try to put it into your own words, it forces you to try harder to understand it Writing style

19 The ultimate resource for APA style is the APA Publication manual
New 6th ed. Chapter 8 of your textbook is good too. Also websites to help too. Writing resources

20 Writing resources A great book for Psychological writing
Sternberg, R. J. (2003). The psychologist’s companion: A guide to scientific writing for students and researchers. Cambridge University Press, NY. Writing resources

21 Why a structured format?
To ease communication of what was done Forces a minimal amount of information Provides a logical framework (for argument) Provides consistent format within a discipline People know what to expect Where to find the information in the article Allows readers to cross-reference your sources easily Why a structured format?

22 Communicate with clarity
Major goal: Clarity

23 Communicate with clarity
Major goal: Clarity

24 Major goal: Clarity Communicate with clarity Write for the reader
Think about your audience, what do they already know, what don’t they know Avoid overstatements Be conservative in your claims Emphasize the positive Focus on how the data supports a theory not just on how it refutes another theory Major goal: Clarity

25 Major goal: Clarity Communicate with clarity Avoid Try to be concise
Jargon when possible Slang and colloquialisms Sexist and biased language Try to be concise Don’t use a whole paragraph when two sentences will do Longer papers don’t mean better papers Eliminate unnecessary redundancy Use simple words (sentences) rather than complicated words (sentences) Major goal: Clarity

26 Major goal: Clarity Communicate with clarity
Use concrete words and examples Check your work! Read it over, make sure that you say what you mean to say Use a consistent format (APA style) It helps your reader understand your arguments and the sources they’re built on. It also helps you keep track of your sources as you build arguments Major goal: Clarity

27 APA style: Parts of a research report
Adolescent Depression 1 Running Head: ADOLESCENT DEPRESSION Adolescent Depression and Attachment Ima G. Student and Soyam Eye Purdue University Abstract Adolescent Depression 2 We explored attachment in a family context by applying family systems principles to the investigation of multiple attachment relationships within families. This study focused on maternal adult attachment with respect to family of origin experiences. We examined associations between maternal adult attachment and three levels of family functioning including individual maternal depression symptoms, dyadic marital satisfaction and family unit functioning. We found that attachment security with respect to particular relationships was differentially associated with different levels of family functioning. Title Page Body References Authors Notes Footnotes Tables Figure Captions Figures Adolescent Depression 29 Barnett, P. A., & Gotlib, I. H. (1988). Psychosocial functioning and depression: Distinguishing among antecedents, concomitants, and consequences. Psychological Bulletin, 104. Beck, A. T. (1978). Beck Depression Inventory. San Antonio, TX: Psychological Corporation. Benoit, D., Vidovic, D., & Roman, J. (1991, April). Transmission of attachment across three generations. Paper presented at the Biennial Meeting of the Society for Research in Child Development. Benoit, D., Zeanah, C. H., & Barton, M. L. (1989). Maternal attachment disturbances in failure to thrive. Infant Mental Health Journal, 3, Benoit, D., Zeanah, C. H., Boucher, C., & Minde, K. (1989). Sleep disorders in early childhood: Association with insecure maternal attachment. Journal of the American Academy of Child and Adolescent Psychiatry, 31, APA style: Parts of a research report

28 The anatomy of a research article
The basic parts of a research article: Title and authors - gives you a general idea of the topic and specifically who did it Abstract - short summary of the article The anatomy of a research article

29 Title Page Running head – will go on each page of published article,
no more than 50 characters Running Head: ADOLESCENT DEPRESSION Adolescent Depression and Attachment Ima G. Student and Soyam Eye Topnotch University Title should be maximally informative while short (10 to 12 words recommended) Order of Authorship sometimes carries meaning Affiliation – where the bulk of the research was done Published title pages will look a bit different, but you’ll find these pieces of information. Typically the body of the article will begin as well. Title Page

30 Abstract Abstract: Short summary of entire paper
100 to 120 words The problem/issue The method The results The major conclusions Recommendation: write this after you’ve finished the rest of the paper Good first contact, but remember that it is short on detail Shows up in PsycInfo Gets skimmed before reading the article Abstract

31 Hourglass shape Start broad Background Literature Review Body

32 Body Hourglass shape Narrow focus Statement of purpose
Specific hypotheses (at least at conceptual level) Body

33 Hourglass shape Most focused - Methods - Results Body

34 Hourglass shape Broaden Discussion Conclusions Implications Body

35 Body Introduction - gives you the background that you need
Issue and Background What is it? Why is it interesting/important? Literature Review What has been done? What theories are out there? Statement of purpose What are you going to do and why? Specific hypotheses (at least at conceptual level) What do you predict will happen in your research? Body

36 Body Introduction - gives you the background that you need
Reading checklist 1) What is the author's goal? 2) What are the hypotheses? 3) If you had designed the study, how would YOU have done it? Writing checklist Be cohesive Be relevant (why are the reviewed studies relevant?) Work on the transitions (make the flow logical) Body

37 Body The basic parts of a research article :
Method - tells the reader exactly what was done Enough detail that the reader could actually replicate the study. Subsections: Participants - who were the data collected from How many, where they were selected from, any special selection requirements, details about those who didn’t complete the experiment Apparatus/ Materials - what was used to conduct the study Design Suggested if you have a complex experimental design, often combined with Materials section Procedure What did each participant do? Other details, including the operational levels of your IV(s) and DV(s), counterbalancing, etc. Body

38 Body The basic parts of a research article :
Method - tells the reader exactly what was done Reading checklist 1 a) Is your method better than theirs? b) Does the authors method actually test the hypotheses? c) What are the independent, dependent, and control variables? 2) Based on what the authors did, what results do YOU expect? Writing checklist Is it clear why the procedures were selected? Are any assumptions explicit and defended? Is the level of detail sufficient for replication? Body

39 Body Results (state the results but don’t interpret them here)
Verbal statement of results Tables and figures These get referred to in the text, but actually get put into their own sections at the end of the manuscript Statistical Outcomes Means, standard deviations, t-tests, ANOVAs, correlations, etc. Body

40 Body Results (state the results but don’t interpret them here)
Reading checklist 1) Did the author get unexpected results? 2 a) How does the author interpret the results? b) How would YOU interpret the results? c) What implications would YOU draw from these results? Writing checklist Is it clear how the hypotheses are tested by the analyses? Would a graph or table help clarify the results? What questions might the reader still have, and how could I answer them in this section? Body

41 Body Discussion (interpret the results)
Relationship between purpose and results Theoretical (or methodological) contribution Implications Future directions (optional) Reading checklist 1 a) Does YOUR interpretation or the authors' interpretation best represent the data? b) Do you or the author draw the most sensible implications and conclusions? Writing checklist Have you stated your most convincing argument? Do the conclusions follow straightforwardly from the results? Body

42 The rest When something odd comes up, don’t guess. Look it up!
References Author’s name Year Title of work Publication information Journal Issue Pages Adolescent Depression 29 References Barnett, P. A., & Gotlib, I. H. (1988). Psychosocial functioning and depression: Distinguishing among antecedents, concomitants, and consequences. Psychological Bulletin, 104. Beck, A. T. (1978). Beck Depression Inventory. San Antonio, TX: Psychological Corporation. Benoit, D., Vidovic, D., & Roman, J. (1991, April). Transmission of attachment across three generations. Paper presented at the Biennial Meeting of the Society for Research in Child Development. Benoit, D., Zeanah, C. H., & Barton, M. L. (1989). Maternal attachment disturbances in failure to thrive. Infant Mental Health Journal, 3, Benoit, D., Zeanah, C. H., Boucher, C., & Minde, K. (1989). Sleep disorders in early childhood: Association with insecure maternal attachment. Journal of the American Academy of Child and Adolescent Psychiatry, 31, When something odd comes up, don’t guess. Look it up! The rest

43 References Authors Notes (new guidelines put these on title page) Footnotes Tables Figure Captions Figures The rest

44 Figures and tables These are used to supplement the text.
To make a point clearer for the reader. Typically used for: The design Examples of stimuli Patterns of results Figures and tables

45 Checklist - things to watch for
Clarity Acknowledge the work of others (avoid plagiarism) Active vs. passive voice Active: Summers and Jordan (2009) hypothesized that speakers use to much passive voice Passive: It was hypothesized by Summers and Jordan (2009) that speakers use to much passive voice Checklist - things to watch for

46 Checklist - things to watch for
Avoid biased language APA guidelines: Accurate descriptions of individuals (e.g., Asian vs. Korean) Be sensitive to labels (e.g., “Oriental”) Appropriate use of headings Correct citing and references Good grammar APA style checklist Checklist - things to watch for


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