Remember
if you "owe me" an assignment on diskette to bring it Wednesday December
11. Thanks very much!
EDF
5481 METHODS OF EDUCATIONAL RESEARCH
DR.
SUSAN CAROL LOSH
FALL 2002
EXAM 3 IS DECEMBER 11 AT 5:30 PM
OUR CLASSROOM
OFFICE HOURS
SUSAN 12/9 MONDAY 1:30-3:30 307L STB
12/11 WEDNESDAY 3-5:30 307L STOB
CHRIS 12/10 TUESDAY 2-4:30 215M
STB
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Susan: slosh@garnet.acns.fsu.edu
Chris: tavani21@hotmail.com
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WE WILL NOT ANSWER EMAIL MESSAGES RECEIVED
AFTER 10 PM TUESDAY DECEMBER 10.
WE ARE NOT RESPONSIBLE FOR ANY DELAYS
IN EMAIL DUE TO SERVERS (some of which are quite slow).
IF YOU EMAIL WEDNESDAY MORNING, WE
WILL NOT HAVE TIME TO RESPOND TO YOU.
THANK YOU FOR YOUR CONSIDERATION.

LOGISTICS
A. I will be glad to send your grade (both
exam grade and final grade) to your email address. In order to do so:
(1) Please authorize me at the
top of the first page of Exam 3 ("OK send grade" will do fine.) University
regulations preclude my doing so without your written approval.
(2) Please make sure your preferred email
address is LEGIBLE. Please print it carefully and make sure the case for
each part of the address (capital letters or smalls) is correct. If you
give permission but I am unable to read your email address, I will post
it to your garnet account as given in Blackboard.
B. University regulations also mandate that
I must retain your final exams for ONE YEAR. However, you may make a copy
next semester, although I must keep the original.
C. On exam times: Any graduate or undergraduate
exam held during the last week of class or finals week must occur
at the time scheduled in the FSU schedule of classes. Because I also teach
Mondays, 3:35-6, we cannot use the first scheduled time (3:35) which would
have set the exam on 12/9. Therefore we are using the next possible
available time to set the exam (5:15; there is no 4:40 time), which
is also when our course meets. This exam time is Wednesday 12/9 at 5:30.
I cannot deviate from the FSU exam schedule so please do not ask for changes.
Thank you.
For further information on FSU's
policy please reference http://registrar.fsu.edu/dir_class/fall/exam_schedule.htm
and scroll down past the tables to the prose.
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INTERESTED IN
A STUDY GROUP THIS TIME AROUND?
LET ME KNOW FAST
AND I WILL ANNOUNCE IT HERE!
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REVIEW THESE COURSE
SITES
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GENERIC CLARIFICATIONS
FOR STUDENT QUESTIONS WILL BE POSTED AT THE TOP OF THIS SITE. HOWEVER,
NO ADDITIONS WILL BE MADE AFTER 8 PM TUESDAY EVENING, DECEMBER 10.
PLEASE BE SURE TO COMPLETE ALL ASSIGNED
SECTIONS OF EXAM 3. CHRIS OR I WILL BE HAPPY TO SCAN YOUR EXAM FOR COMPLETENESS
(no
guarantees but an extra pair of eyes always helps).
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GENERAL EXAM THREE
COVERAGE
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This exam covers chapters 8, 9, 10,
and
16 in Wiersma and chapters 4 and 7 (OBSERVATIONS, pp. 161-165 ONLY)
in McMillan. It also covers all lectures, videos, demonstrations, and course
Web sites, including feedback sites on course assignments and exams. Wiersma,
chapter 16, is a short chapter on how to evaluate research reports. This
should help pull together considerable amounts of materials that already
have been covered.
There will be a question or two on focus
groups because these form a "bridge" to less structured
designs.
Although the focus is on this coverage,
be advised that issues from the earlier part of the course cummulate or
"carry over." Therefore you need to review material on causality, validity,
levels of variables, and sampling.
While the first sections of EDF 5481 introduced
you to basic methdological constructs, such as validity or reliability,
and experimental work and surveys, this section of our course introduced
you to less structured methods. Try to keep in mind several of the
general differences between more and less structured research designs.Guide
7 has a table comparing these general types of designs on several
dimensions. Several short answer questions address differences between
more and less structured methods.
In some cases you will be asked to choose
the sections of a question that you answer, e.g., select three out of four
sections. The purpose of this is to allow you to show off the areas that
you know the best. PLEASE DO NOT answer all
choices in such instances. No extra credit! We only grade
the first number of designated selections if you answer all the selections
in these cases. So what can happen is that (for example, in a 3 out of
4 selection question) you get parts 1, 2 and 4 right, but I only grade
parts 1, 2, and 3, so your credit is lower than if you had simply answered
1, 2 and 4.
You should now be able to compare
and contrast advantages and disadvantages of the methodological
techniques we have examined throughout the semester: experiments; quasi-experiments;
standard surveys; focus groups; less structured methods; ethnographies;
archives and data bases.
You should
now have a good idea of which methods are more or less appropriate for
which research problems. For
example, don't use observational techniques if you want to know about "inner
states" such as feelings--use a survey instead. On the other hand, for
sports performance, you may wish to choose records, and for social interaction,
some form of observation. You may be given a series of brief study design
and asked to select the most relevant research design for it.
Exam Three is 100 points and should take
about one hour to complete. It counts 25 percent toward your final grade.
As before, the exam is a mix of multiple
choice, fill in the blank, and short essay questions. You may add a SHORT
explanation to any short-answer question.
There WILL be a "mini-problem
solver" question on a focus group (6 percent).
There WILL be a "problem
solver" question (23 percent). You will help Boo University with a less
structured research design.
THE FOLLOWING CHAPTERS
WILL NOT BE ON EXAM THREE.
Wiersma, Chapter 15
McMillan, Chapters 12 and 13
These are all excellent chapters
on research reports. I hope you will keep both these books and reference
them in the future. However, time precludes our covering these chapters
this semester.
NOTE: McMillan, chapter 11, overlaps most
of the material in Wiersma, chapters 8, 9 and 10 (which is why it was not
assigned). However, this chapter does make several excellent points and
you may want to skim it for review.
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"OLD
FAVORITES" TERMS THAT YOU NEED TO KNOW
NEARLY ALL CAN BE FOUND
ON EARLIER EXAM STUDY GUIDES
Remember those pesky questions about
internal
validity, external validity,
construct
validity on Exam 2 (CLICK
HERE)?
There will be a few more, first, because
understanding these concepts are difficult and some students had trouble
applying them on Exam 2, and second, because these constructs are so essential
to conducting research of any kind. Here are the spots to review:
SEE YOUR WIERSMA
BOOK, PAGE 104! and
HINT: REVIEW GUIDE 3 HERE:
AND PARTS OF GUIDE 4 HERE:
AND CHECK OUT THE GENERIC REMINDERS
#9 ON RESPONSE RATES & VALIDITY HERE:
Remember that if a relationship is symmetric
with respect to causation, it is inappropriate and implausible (hard to
believe) if you make an asymmetric causal statement.
Randomization or Random Assignment to
experimental treatment groups
There was some confusion about them
on Exam 2 so there were be a few questions on Exam 3.
Think of randomization (random
assignment)
as an ASSIGNMENT
TO TREATMENT GROUPS.
(Assignment-Assignment)
Think of simple
random sampling
as TAKING A SAMPLE.
(sample-sample)
(Thanks to Kimberly Burgess
Leadership/Policy Studies for this suggestion.)
(Also see Wiersma, p.
270)
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REMEMBER!
ONE AREA WHERE
I PART COMPANY WITH McMILLAN (and, to a lesser extent, WIERSMA)
Like many
people who are not actually survey researchers, McMillan (otherwise an
excellent book) confuses random selection, probability sampling, and EQUAL
probability sampling.
Remember! There isnosuch
technical term as "random sample".
There is a SIMPLE
RANDOM SAMPLE. Its
elements are selected so that each element has an equal probability of
selection,
and each combination of elements also has an equal probability
of selection. SRS is a technical term.
Some probability
samples (also
a technical term) are equal probability (EPSEM)
and some (such as disproportionate samples) are not.
It is important to
know the difference because when you analyze the entire sample, EPSEM samples
are nearly always self-weighted. Non-EPSEM samples must be weighted to
provide valid estimates of the entire sample.
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Reactivity
Bias
Random error
Experimental reality
Mundane Reality
"Organismic" variable (i.e., naturalistic
variable) [very common in less structured research designs]
[This fall, when I reviewed
the Wiersma book for the next edition, I strongly suggested he use "naturalistic"
instead of "organismic."]
More structured research design
Less structured research design
Methods:
-
Correlational study
-
Cross-sectional study versus
-
Time series
Historical record
Content Analysis
-
Ethnography
-
Focus Group
-
Field observation
-
Participant observation
-
Oral History
-
"Gleaning"
REMEMBER THESE? Less
structured designs nearly always use samples too.
Population (universe)
Census
Sample
Sampling frame
Probability sample
Nonprobability samples, in particular
for this section of the course:
-
Convenience ("grab"/haphazard)
-
Purposive (judgment)
-
Quota
-
Self-selected (volunteer)
Scales and Questionnaires:
REVIEW SOME OF THESE CONCEPTS HERE:
-
Open-ended question (unstructured question)
-
Leading questions
-
Interview probes
Ethnographies, focus groups, and oral histories
all use less structured questions and lots of probing so be sure that you
are comfortable with these constructs.
Moderator
Presession
Logistics personnel
"Ethnography"
(slightly paraphrased from Wiersma to be more generic)
A description of cultural systems,
processes, and phenomena within context, a "portraiture"
Holistic, naturalistic, contextual,
empathetic, and phenomenological
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Working hypothesis
-
Foreshadowed problems
-
Hypothesis generation and modification
-
Primary sources
-
Secondary sources
-
Triangulation
-
Field notes
-
Coding grids
-
Key informants
-
Ballpark estimates
-
"Assertoric argumentation" (THINK:
External Validity)
-
Observer bias (the "agenda effect")
-
Halo effects
-
Contamination effects
Your Wiersma chapters will be useful here
and so will Guide 7 on Less Structured Methods.
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ONLINE AND ARCHIVAL
TERMS
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INTERNET AND ONLINE DATABASE TERMS (DEFINITELY
see McMillan Chapter 4 also)
-
Browser
-
Hyperlink
-
Link
-
URL
-
Online archive
Primary sources
Secondary sources
-
Search engine
-
Archive
-
Download
-
Online analysis system (Berkeley's SDA
is great!)
For each of the following, #1 through
#3, please circle whether "True" or "False" best describes each statement.
1. TRUE or FALSE?
With "causal-comparative" methods, you
can establish causality in non-experimental designs if your proposed independent
variable is nominal, but you can't establish causality if your proposed
independent variable is ordinal or interval.
Not only FALSE
but ridiculous! Causality depends on manipulated interventions, time order,
logic--but not on whether your variables are numeric or categorical. After
all, age in years is numeric and usually a causal variable in nonexperimental
research (except for "age at death") and adult choice of religious denomination,
which is nominal, is often a dependent variable.
Review causal
issues HERE: 
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2. TRUE or FALSE?
More structured methods, such as experiments,
are more scientific than less structured methods, such as oral histories.
FALSE. Nonsense
again. It is easier to establish INTERNAL VALIDITY, or cause-effect confidence,
with more structured methods but less structured methods can be equally
systematic and objective. Less structured methods are useful in providing
description, including systematic and objective description, "fleshing
out" with insight and depth, and generating hypotheses, all of which are
part of science.
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3. TRUE or FALSE?
It is more difficult to be objective analyzing
less structured data than analyzing more structured data.
This one is TRUE.
First, because researchers using more structured methods typically have
precoded responses, thereby giving them less leeway in ascertaining the
response to analyze. In less structured research, investigators often create
codes after the data are already collected. Second, because less structured
researchers typically have more empathy in their research, which can affect
human judgment. On the other hand, bias can be built into precoded responses,
in terms of how questions are asked and the coded categories presented
to experimental subjects or survey respondents. So, it pays for everyone
to be careful.
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4. TRUE or FALSE?
Using archives or databases helps the internal
validity of a study
This one is FALSE.
Why would we expect any a priori differences in internal validity between
data collected by the researcher him or herself and that collected by another
party?
However, archives
and databases CAN improve the EXTERNAL validity of a study. The scope in
time (many archives go back decades) or place (the entire United States--or
even International data--instead of the introductory psychology classroom
or the Leon county school system) means that the researcher can generalize
to more populations or situations than with a local, "one-shot" study.
Further, many archives contain much more data on many more cases or units
than a single researcher could afford to collect. This means that during
analysis the researcher can institute more statistical controls without
"running out of cases." Response rates may be high too (but don't forget
to check all the methodological information about the database that you
choose.)
Remember any problems
that existed when the data were first collected are still there! This means
biased questions or measures, nonprobability samples, missing data, and
so forth.
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5. BRIEFLY describe a problem that
can occur using an archive or database.
Here are a few
possible problems:
-
Coding categories
might change over time or agencies, for example, "a college degree" may
be defined differently.
-
If the archive goes
back several years, data may be missing, especially for older years. For
example, it is tougher to find tapes of television situation comedies from
the 1950s than it is from the 1990s.
-
If the database extends
back several years, it may use archaic non-numeric codes for the data,
for example: - & *. Computer programs such
as SPSS will read these as missing data. However, back in the old key punch
and "IBM-card" days, an ampersand (&) might represent the number 12.
(This means you may originally have to read your data in as alphabetic,
recode it, then change the data type to numeric.)
-
Similarly, the database
may use alphabetic codes, such as "male" or "female". SPSS reads these
as "string variables" and allows only very limited analysis with them.
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6. What are some of the different
uses of structured surveys versus focus
groups?
Structured surveys
are standardized. They contain a lot of questions with precoded answers.
All questions must be asked in the same order, hence STRUCTURE.
-
They are helpful
when you want to survey many, relatively well-developed topics relatively
quickly.
-
If your survey uses
probability sampling, it means that you can generalize the results back
to the population.
-
The results are also
relatively quick to code. If you use CATI, your data may even be "SPSS-ready"
when you leave the field.
Focus groups are
relatively unstructured. Neither the number, the order, or even which questions
are used is standardized (typically).
-
They allow you to
explore a smaller number of topics in depth.
-
They allow interaction
among group members and thus can generate new ideas and ideas
for policy.
-
You have a variety
of viewpoints.
-
You can try out persuasion
campaigns and get some idea of how well they might work.
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7. Do you want uniformity
or diversity of opinion on the focus group topic among the
members you recruit? Why?
Diversity on
the SAME TOPIC, absolutely! Some of the things that you hope to accomplish
with a focus group are getting group discussion from a variety of viewpoints
and generating possible policy solutions, again from a variety of perspectives.
Note that the
desire to have a variety of viewpoints may provide an argument against
EPSEM probability sampling, unless you are assured that such diversity
exists in the population (for example, the overwhelming majority of parents
want some kind of sex education in the schools, so you would not be able
to produce a lot of variety in a focus group on this topic unless you either
employed a disproportionate stratified sample, or went to some form of
quota or purposive sampling.)
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Given focus group considerations, why
might a probability sample of members NOT be useful to you? What kind of
sampling could you use instead?
8. What are some of the inherent
difficulties in being a participant observer?
Typically, the
field is very rich. If you do not enter with a working design and some
focus, you may be so overwhelmed that you won't be able to make meaningful
observations.
Objectivity may
be a problem. It is a constant delicate balancing act between empathy and
objectivity.
Access! You are
a guest in the study locale. A lot of organizational representatives don't
want to let you in. Those that do may be very atypical.
If you take a
probability sample "of one," there is a good chance of getting an "extreme
case." However, you are very limited in generalizing from a purposive or
quota sample.
You will probably
need some help from an assistant to ensure that your observations are reliable,
objective, and comprehensive.
An assistant may
be able to gain entrance where you would be obtrusive--or illegal (bathrooms,
for example.)
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9. Describe three different problems
that can arise in the course of conducting an historical
study.
-
Access to historical
archives
-
Being able to understand
the language or dialect used in documents
-
Completeness of data
available
-
Documents were biased
during
their creation
For example: suicides are often called "heart failure" on death certificates.
Slave owners in the United States kept diaries. Slaves were forbidden to
learn how to read and did not. |
10. Does random
assignment of subjects to experimental treatment groups primarily
address INTERNAL validity or EXTERNAL validity? Does a simple
random sample primarily address INTERNAL validity or
EXTERNAL validity?
(see above: assignment--treatment assignment
and that's INTERNAL validity. sample-take a sample and that's
EXTERNAL validity.)
11. Describe three good properties
of a coding grid that could be used for measuring behaviors related to
teacher-student interaction.
Molecular behavior
(smiles, waves) are more objective and easy to code.
Try some holistic
subjective measures too (keeps to self) but see if you can define what
you mean by them, give some behavioral examples, and try a second observer.
Can you measure
duration? Frequency? How about intensity? That is more "internal" so you
may have to be ingenious.
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12. How do working
hypotheses, foreshadowed problems,
and
grounded
theory differ from more common theory construction, conceptual
hypotheses, and null hypotheses?
They are vaguer than conceptual hypotheses,
operational hypotheses or null hypotheses. Variables are frequently not
precisely operationalized.
REVIEW GUIDE 7
AND WIERSMA, CHAPTER 10.
13. Focus groups, ethnographies,
and other less structured research designs often use "ballpark estimates"
and anectdotes in their final reports. How do you answer the critics who
say that only numeric summaries from standardized measures are "scientific"?
HINT: SEE THE ASSIGNMENT 4 FEEDBACK
SITE HERE
14. Name two rules for deciding
on the causal order of variables in nonexperimental data. Give an example
of each rule.
HINT: CHECK OUT THIS CLASS WEB SITE
15. A researcher examines hiring
patterns of Black and White coaches in Division I-A Universities before
and after equal opportunity legislation is passed. She finds that the number
of Black coaches hired rises after legislation has passed and concludes
that the legislation changed hiring patterns.
What is your answer to this researcher
about the causal inferences involved in her conclusion?
HINTS: Check
out any possible alternative causal explanations. How about history? In
response to civil rights activism, the following two events may occur:
more Black coaches may be hired and legislation is passed. Thus, the apparent
causality may be spurious--i.e., an accidental byproduct of the
original causal variable (civil rights activism.) Are there any comparison
groups that are comparable, such as other kinds of college or universities?
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16. You are observing teacher-child
behavior at a local nursery school. You want to record your observations,
but you don't want to be obtrusive. What do you do?
Here are a few
suggestions:
-
Start by being in
the field at least a few weeks before you start formally collecting data.
This way both kids and teachers can get used to you.
-
Don't take notes
in front of staff or kids (participant observers spend a lot of time taking
notes in bathrooms) if possible.
-
Wear clothes WITH
POCKETS so you can stick notes in them.
-
See if there are
some simple chores you can do while you observe (e.g., put materials on
a bulletin board or clean up after an activity) so you "blend in" to your
surroundings.
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17. You want to see how--or even
if--teachers use different nonverbal bodily behavior with boys versus
girls but you haven't yet entered the field.
What do we call the above statement?
How
does this differ from a conceptual hypothesis in more structured research
designs?
This is typically
called a working hypothesis or working design. It is less abstract than
a conceptual hypothesis (we suspect we will observe shrugs, moving toward
or away, eyebrow lifts, etc.) but not as concrete as an operational hypothesis.
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18. How does the time frame for
the study in ethnographies differ from that in more structured designs?
What are the reasons for these kinds of differences?
Remember that
researchers doing less structured research design may be in the field for
months or even years.
It takes time
to describe a culture or subculture.
Further, if the
researcher wants to assess the field from the viewpoint of the participants,
it will take time to play different roles (remember Governor/Senator Bob
Graham, who did--and still does--several "work days" each year in different
jobs to see how the "average worker" sees life. Senator Graham comes from
an extremely wealthy family and this is one way he has developed empathy
with his constituency.)
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19. Which of the following would
be an example of triangulation?
[ ] A. Using a Likert Scale
with 40 items
[ ] B. Using a Solomon 4 Group
design instead of repeated measures
[
] C. Using field notes, in-depth interviews, and a coding grid
[ ] D. Using two independent
observers instead of just one
A is only one
measure (that we typically don't use in ethnographies); B is just nonsense
(Solomon 4 group designs DO use repeated measures for half the groups);
D speaks to reliability instead; and only B uses multiple methods in the
field situation.
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20. For each of the following research
problems, state whether a (A) focus group, (B) ethnography, (C) oral history
or (D) gleaning would be the appropriate research design to use. THEN state
WHY this is the most appropriate design.
A. You want to understand the motives of
early "pioneers" who were faculty in Women's Studies and in Black Studies.
First choice
would be (C), an oral history. You probably want to know about what led
up to these faculty decisions and what their early experiences were. These
will be way too long for most focus groups plus some information may be
sensitive or emotional and the person will be less embarrassed if a group
is not present.
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B. You want to study teenage preferences
in stores to buy clothes.
An oral history
will be too long for this topic and privacy probably isn't needed. Diverse
ideas may make for a lively discussion so a (A) focus group will work well
here.
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C. You want to assess faculty political
preferences in an up-coming presidential election.
Although a structured
survey is the most direct route, (D) gleaning can be useful here. Take
a look at: political cartoons on doors, lapel buttons for a favored candidate,
or bumper stickers in faculty and staff parking lots.
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21. Which of the following are TRUE
about working with archives and databases?
A. Because someone else collected the data
for other purposes, archives are less subject to bias.
FALSE. Well,
they may be subject to fewer of the current researcher's biases,
but it's a safe bet the original researchers had plenty of biases of their
own. For example, the original coding of the textual responses to "what
do you look up on the Internet" in the Public Understanding of Science
data never mentions eBay, entertainment (EXCEPT SPORTS), or love and relationships.
Remember those suicides called "heart failure" on death certificates to
avoid embarrassing the survivors too.
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B. Archaic methods of computer coding often
exist in archives or databases.
ABSOLUTELY TRUE.
There may be verbal instead of numeric codes ("M" and "F" for gender) and
"wild characters" such as dashes or ampersands (&). These were read
by the very old IBM or Hollereith punch card readers. However, modern computer
statistical programs often don't know what to do with these types of codes
and allow only limited analyses with them. Recode to numeric before starting
your analyses.
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C. You don't have to worry about problems such as question format when
you use data from an archive.
FALSE. Any problems
that existed when the original research was done, such as double-barrelled
items or getting household information from 15 year olds is still there
when the data are reanalyzed. Find out as much as you can. Many archives
have the questionnaires, interviewing methods, or sampling information
in separate sites on the Internet. Download, print, and examine these before
you begin to work with the data.
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VERY
HELPFUL HINT (AGAIN)
BE COMPLETE!
SEVERAL STUDENTS LOST CREDIT ON EXAMS
AND ASSIGNMENTS BECAUSE ANSWERS TO SOME SECTIONS WERE NOT COMPLETED.
PLEASE LOOK OVER YOUR EXAM CAREFULLY
BEFORE YOU TURN IT IN. WE WILL BE GLAD TO DOUBLE CHECK FOR COMPLETENESS
FOR YOU AS LONG AS YOU UNDERSTAND NO GUARANTEES ARE MADE ABOUT THE ACCURACY
OF THE ANSWERS!
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Happy
holidays, everyone!
Susan Carol Losh December
8 2002.
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