|
Asking
Questions
The Definitive Guide to
Questionnaire Design—
For Market Research, Political Polls,
and Social and Health Questionnaires,
Revised Edition
Asking Questions
Norman M. Bradburn
Seymour Sudman
Brian Wansink
Asking
Questions
The Definitive Guide to
Questionnaire Design—
For Market Research, Political Polls,
and Social and Health Questionnaires,
Revised Edition
Copyright © 2004 by John Wiley & Sons, Inc. All rights reserved.
Published by Jossey-Bass
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Library of Congress Cataloging-in-Publication Data
Bradburn, Norman M.
Asking questions : the definitive guide to questionnaire design—for
market research, political polls, and social and health questionnaires /
Norman M. Bradburn, Brian Wansink, Seymour Sudman.—Rev. ed.
p. cm.
Earlier ed. by Sudman and Bradburn with Sudman named first.
Includes bibliographical references (p. ) and index.
ISBN 0-7879-7088-3 (alk. paper)
1. Social sciences—Research. 2. Questionnaires. I. Wansink, Brian.
II. Sudman, Seymour. III. Title.
H62.B63 2004
300'.72'3—dc22 2004001683
Printed in the United States of America
FIRST EDITION
PB Printing 10 9 8 7 6 5 4 3 2 1
at www.copyright.com. Requests to the Publisher for permission should be addressed to the
Contents
Preface and Acknowledgments xi
The Authors xv
Part I. Strategies for Asking Questions
1. The Social Context of Question Asking 3
Part II. Tactics for Asking Questions
2. Asking Nonthreatening Questions About Behavior 35
3. Asking Threatening Questions About Behavior 79
4. Asking Questions About Attitudes and
Behavioral Intentions 117
5. Asking and Recording Open-Ended and
Closed-Ended Questions 151
6. Asking Questions that Measure Knowledge 179
7. Asking Questions that Evaluate Performance 213
8. Asking Psychographic Questions 243
9. Asking Standard Demographic Questions 261
Part III. Drafting and Crafting the Questionnaire
10. Organizing and Designing Questionnaires 283
11. Questionnaires from Start to Finish 315
vii
12. Asking Questions FAQs 323
Bibliography and Recommended Readings 335
Glossary 347
Index 367
Appendix A: List of Academic and Not-for-Profit
Survey Research Organizations 375
Appendix B: Illinois Liquor Control Commission:
College Student Survey 411
Appendix C: Faculty Retention Survey 417
Appendix D: Kinko’s: Open-ended Service
Satisfaction Survey 425
viii CONTENTS
This book is dedicated to the memory of our colleague
and coauthor Seymour Sudman who died tragically
while we were in the midst of writing this book.
His spirit and wisdom have continued to inspire
us as we brought this manuscript to press.
He lives on in this book.
xi
Preface
This book is a revised and updated edition of Asking Questions: A
Practical Guide to Questionnaire Design, first published in 1982. It
focuses on the type of question asking that social science researchers
and market researchers use in structured questionnaires or interviews.
Many of the principles of effective formalized questioning we
focus on in this book are useful in other contexts. They are useful
in informal or semistructured interviews, in administering printed
questionnaires in testing rooms, and in experimental studies involving
participant evaluations or responses.
We intend this book to be a useful “handbook” for sociologists,
psychologists, political scientists, evaluation researchers, social
workers, sensory scientists, marketing and advertising researchers,
and for many others who have occasion to obtain systematic information
from clients, customers, or employees.
In the past two decades, two major changes in the practice of
survey research prompted us to produce a revised edition. First,
there has been a revolution in research on question asking brought
about by the application of cognitive psychology to the study of
questionnaire design. We now have a conceptual framework for
understanding the question-answering process and the causes of the
various response effects that have been observed since the early
days of social scientific surveys. This work has helped move questionnaire
construction from an art to a science.
Second, there has been a technological revolution in the way
computers can be used to support the survey process. Computerassisted
survey information collection (CASIC) refers to a variety
xii PREFACE
of specialized programs used to support survey data collection—for
example, CAPI (computer-assisted personal interviewing) or CATI
(computer-assisted telephone interviewing), to name the most
common forms of CASIC. The greater use of computer technology
at every stage of data collection in surveys has made many of the
suggestions in our earlier edition obsolete and necessitated a thorough
reworking of discussion that was predicated on traditional
paper-and-pencil questionnaires. We are also beginning an era of
Web-based surveys. Although there is still much to learn about this
new method of conducting surveys, we have tried to incorporate
what we know at this time into our discussions where relevant.
We have tried to make the book self-contained by including
major references. Some readers, however, may wish to refer to our
earlier books, Response Effects in Surveys: A Review and Synthesis
(Sudman and Bradburn, 1974); Improving Interview Method and
Questionnaire Design: Response Effects to Threatening Questions in
Survey Research (Bradburn, Sudman, and Associates, 1979); Thinking
About Answers (Sudman, Bradburn, and Schwarz, 1996); and
Consumer Panels, (Sudman and Wansink, 2002), for more detailed
discussion of the empirical data that support our recommendations.
This book is specifically concerned with questionnaire construction—
not with all aspects of survey design and administration.
Although we stress the careful formulation of the research problems
before a questionnaire is designed, we do not tell you how to select
and formulate important research problems. To do so requires a
solid knowledge of your field—knowledge obtained through study
and review of earlier research, as well as hard thinking and creativity.
Once the research problem is formulated, however, this book
can help you ask the right questions.
The book is divided into three parts. In Part I we discuss the
social context of question asking. We present our central thesis,
namely that questions must be precisely worded if responses to a
survey are to be accurate; we outline a conceptual framework for
understanding the survey interview and present examples to illusintromatter.
trate some of the subtleties of language and contexts that can cause
problems. We also discuss some of the ethical principles important
to survey researchers—the right to privacy, informed consent, and
confidentiality of data.
Part II is devoted to tactics for asking questions. In Chapters
Two through Nine we consider the major issues in formulating
questions on different topics, such as the differences between requirements
for questions about behavior and for questions about
attitudes. We also consider how to ask questions dealing with
knowledge and special issues in designing questions that evaluate
performance, measure subjective characteristics, and measure
demographic characteristics.
In Part III we turn from the discussion of the formulation of
questions about specific kinds of topics to issues involved in crafting
the entire questionnaire. We discuss how to organize a questionnaire
and the special requirements of different modes of data
collection, such as personal interviewing, telephone interviewing,
self-administration, and electronic surveying. We end with a set of
frequently asked questions and our answers.
Throughout the book we use terms that are well understood by
survey research specialists but that may be new to some of our readers.
We have therefore provided a glossary of commonly used survey
research terms. Many of the terms found in the Glossary are
also discussed more fully in the text. In addition, we have included
a list of academic and not-for-profit survey research organizations in
Appendix A.
The chapters in Part II are introduced with a checklist of items
to consider. The checklists are intended as initial guides to the
major points made and as subsequent references for points to keep
in mind during the actual preparation of a questionnaire.
Readers new to designing surveys should read sequentially from
beginning to end. Experienced researchers and those with specific
questionnaire issues will turn to appropriate chapters as needed. All
readers should find our detailed index of use.
PREFACE xiii
In this book we have distilled a vast amount of methodological
research on question asking to give practical advice informed by
many years of experience in a wide variety of survey research areas.
But much is still not known. We caution readers seeking advice on
how to write the perfect questionnaire that perfection cannot be
guaranteed. For readers who wish to do additional research in questionnaire
design, much interesting work remains to be done.
Acknowledgments
While we were in the process of writing this new edition, Seymour
Sudman died tragically. His vast knowledge of the research literature,
deep experience, and wise judgment continue to enrich this
volume. We miss him greatly.
This edition builds on its predecessor and all those who contributed
to it. We are indebted to many colleagues at the Survey
Research Laboratory (SRL), University of Illinois, and at the
National Opinion Research Center (NORC), University of
Chicago. These colleagues include Herbert Jackson, who compiled
the material for Chapter Twelve, and Matthew Cheney, Sarah Jo
Brenner, and Martin Kator, who helped in manuscript preparation
by compiling and summarizing recently published findings in the
area of survey design.
At Jossey-Bass, Seth Schwartz and Justin Frahm: We are grateful
for their patience with the sometimes distracted authors and
for their inventive solutions to the inevitable challenges that
arose in turning a manuscript into an aesthetically pleasing book.
Readers, as do we, owe them all a deep debt of gratitude.
Norman Bradburn
Arlington, Virginia
Brian Wansink
Urbana, Illinois
August 2003
xiv PREFACE
The Authors
Norman M. Bradburn (Ph.D. Harvard University, 1960) is the Margaret
and Tiffany Blake Distinguished Service Professor emeritus in
the Department of Psychology and the Harris Graduate School of
Public Policy Studies at the University of Chicago. He has written
widely, often with Seymour Sudman, on topics in survey methodology.
He was a pioneer in the application of cognitive psychology
to the design of survey questionnaires. For a number of years, he was
the director of the National Opinion Research Center at the University
of Chicago. He is currently the assistant director for social,
behavioral, and economic sciences at the National Science Foundation.
Seymour Sudman (Ph.D. University of Chicago, 1962) was the
Walter H. Stellner Distinguished Professor of Marketing at the
University of Illinois (Urbana-Champaign) from 1968 until his
death in 2000. Through a lifetime of active research, he contributed
immeasurably to the area of survey design, sampling, and
methodology. He was actively involved in providing guidance to
the U.S. Census Bureau, and he served as deputy director and
research professor of the Survey Research Laboratory at the University
of Illinois.
Brian Wansink (Ph.D. Stanford University, 1990) is the Julian Simon
Research Scholar and professor of marketing, of nutritional science,
of advertising, and of agricultural and consumer economics at the
xv
University of Illinois (Urbana-Champaign) and is an adjunct
research professor at Cornell University and at Wageningen University
in the Netherlands. He directs the Food and Brand Lab,
which focuses on psychology related to food choice and consumption
(www.FoodPsychology. com). Prior to moving to Illinois,
he was a marketing professor at Dartmouth College and at the
Wharton School at the University of Pennsylvania. He coauthored
Consumer Panels with Seymour Sudman.
xvi THE AUTHORS
Asking Questions
Part One
Strategies for
Asking Questions
Chapter One
The Social Context
of Question Asking
The precise wording of questions plays a vital role in determining
the answers given by respondents. This fact is not appreciated as
fully as it should be, even in ordinary conversation. For example,
a colleague mentioned that he needed to pick out granite for a
kitchen countertop. The only day he could make the trip was the
Saturday before Labor Day. Although he called on Friday to make
certain the store was open, he arrived at the store on Saturday only
to find a sign on the door that said “Closed Labor Day Weekend.”
When asked if he remembered what question he had asked the
clerk at the store, he said, “I asked him what hours he was open on
Saturday, and he replied ‘Nine to five.’”
This story illustrates the basic challenge for those who engage
in the business of asking questions. It illustrates not only the importance
of the golden rule for asking questions—Ask what you want
to know, not something else—but also, more important, the ambiguities
of language and the powerful force of context in interpreting
the meaning of questions and answers. Our colleague had
unwittingly asked a perfectly ambiguous question. Did the question
refer to Saturdays in general or the next Saturday specifically? The
clerk obviously interpreted the question as referring to Saturdays in
general. Our colleague meant the next Saturday and did not think
his question could mean anything else until he arrived at the store
and found it closed.
In everyday life, these types of miscommunications happen all
the time. Most of the time they are corrected by further conversation
or by direct questions that clarify their meaning. Sometimes
3
they only get corrected when expected behavior does not occur, as
was the case when the store turned out to be closed. But the stylized
form of question asking used in surveys does not often provide feedback
about ambiguities or miscommunications. We must depend on
pretesting to weed out ambiguities and to help reformulate questions
as clearly as possible—to ask about what we want to know, not
something else.
The thesis of this book is that question wording is a crucial element
in surveys. The importance of the precise ordering of words in
a question can be illustrated by another example.
Two priests, a Dominican and a Jesuit, are discussing whether it is a
sin to smoke and pray at the same time. After failing to reach a conclusion,
each goes off to consult his respective superior. The next
week they meet again. The Dominican says, “Well, what did your
superior say?”
The Jesuit responds, “He said it was all right.”
“That’s funny,” the Dominican replies. “My superior said it was
a sin.”
The Jesuit says, “What did you ask him?”
The Dominican replies, “I asked him if it was all right to smoke
while praying.”
“Oh,” says the Jesuit. “I asked my superior if it was all right to pray
while smoking.”
Small Wording Changes that Made Big Differences
The fact that seemingly small changes in wording can cause large
differences in responses has been well known to survey practitioners
since the early days of surveys. Yet, typically, formulating the
questionnaire is thought to be the easiest part of survey research and
often receives too little effort. Because no codified rules for question
asking exist, it might appear that few, if any, basic principles exist to
differentiate good from bad questions. We believe, however, that
many such principles do exist. This book provides principles that
4 ASKING QUESTIONS
novices and experienced practitioners can use to ask better questions.
In addition, throughout the book we present examples of
both good and bad questions to illustrate that question wording and
the question’s social context make a difference.
Loaded Words Produce Loaded Results
Suppose a person wanted to know whether workers believed they
were fairly compensated for their work. Asking “Are you fairly compensated
for your work?” is likely to elicit a very different answer
than asking “Does your employer or his representative resort to
trickery in order to defraud you of part of your earnings?” One
would not be surprised to find that an advocate for improving the
situation of workers asked the second question. Clearly the uses of
words like “trickery” and “defraud” signal that the author of the
question does not have a high opinion of employers. Indeed, this
was a question asked by Karl Marx on an early survey of workers.
Questionnaires from lobbying groups are often perceived to be
biased. A questionnaire received by one of the authors contained
the following question: “The so-called ‘targeted tax cuts’ are a maze
of special interest credits for narrow, favored groups. Experts agree
the complex, loophole-ridden tax code makes it easy for Big Government
liberals to raise taxes without the people even realizing
it. Do you feel a simpler tax system—such as a single flat rate or a
national sales tax with no income tax—would make it easier for you
to tell when politicians try to raise your taxes?”
Even an inexperienced researcher can see that this question is
heavily loaded with emotionally charged words, such as “so-called,”
“loophole-ridden,” and “Big Government liberal.” The authors of
this questionnaire are clearly interested in obtaining responses that
support their position. Although the example here is extreme, it
does illustrate how a questionnaire writer can consciously or unconsciously
word a question to obtain a desired answer. Perhaps not surprisingly,
the questionnaire was accompanied by a request for a
contribution to help defray the cost of compiling and publicizing
THE SOCIAL CONTEXT OF QUESTION ASKING 5
the survey. Surveys of this type, sometimes called frugging (fundraising
under the guise) surveys, are often primarily intended to
raise funds rather than to collect survey information. The American
Association for Public Opinion Research has labeled fundraising
surveys deceptive and unethical, but they are unfortunately not
illegal.
Wording questions to obtain a desired answer is not the only
type of problem that besets survey authors. Sometimes questions are
simply complex and difficult to understand. Consider this example
from a British Royal Commission appointed to study problems of
population (cited in Moser and Kalton, 1972): “Has it happened to
you that over a long period of time, when you neither practiced
abstinence, nor used birth control, you did not conceive?” This
question is very difficult to understand, and it is not clear what the
investigators were trying to find out.
The Nuances of Politically Charged Issues
Yet even when there are no deliberate efforts to bias the question,
it is often difficult to write good questions because the words to
describe the phenomenon being studied may be politically charged.
The terms used to describe the area of concern may be so politically
sensitive that using different terms changes the response percentages
considerably. A question asking about welfare and assistance
to the poor from the 1998 General Social Survey (Davis, Smith,
and Marsden, 2000) produced quite different opinions.
We are faced with many problems in this country, none of
which can be solved easily or inexpensively. I am going to
name some of these problems, and for each one I’d like you
to tell me whether you think we’re spending too much money
on it, too little money, or about the right amount. Are we
spending too much money, too little money or about the
right amount on . . .
6 ASKING QUESTIONS
“Welfare” “Assistance to the Poor”
(N = 1,317) (N = 1,390)
Too little 17% 62%
About right 38% 26%
Too much 45% 12%
Total 100% 100%
Not all wording changes cause changes in response distributions.
For example, even though two old examples of questions
about government responsibility to the unemployed were worded
differently, 69 percent of respondents answered “yes.” Perhaps this
is because the questions were fairly general. One question, from a
June 1939 Roper survey, asked, “Do you think our government
should or should not provide for all people who have no other
means of subsistence?” (Hastings and Southwick, 1974, p. 118).
A differently worded question, this one from a Gallup poll of
January 1938, asked, “Do you think it is the government’s responsibility
to pay the living expenses of needy people who are out of
work?” (Gallup, 1972, p. 26).
Respondents are less likely to agree as questions become more
specific, as illustrated by three Gallup questions from May to June
1945:
Do you think the government should give money to workers
who are unemployed for a limited length of time until they
can find another job? (Yes 63%)
It has been proposed that unemployed workers with dependents
be given up to $25 per week by the government for
as many as 26 weeks during one year while they are out of
work and looking for a job. Do you favor or oppose this plan?
(Favor 46%)
Would you be willing to pay higher taxes to give people up
to $25 a week for 26 weeks if they fail to find satisfactory
jobs? (Yes 34%)
THE SOCIAL CONTEXT OF QUESTION ASKING 7
Note that introducing more details—such as specifying actual
dollars, specifying the length of the support, and reminding respondents
that unemployment benefits might have to be paid for
with increased taxes—changed the meaning of the question and
produced a corresponding change in responses. In later chapters
we will discuss in more detail how wording affects responses, and
we will make specific recommendations for constructing better
questionnaires.
Questioning as a Social Process
A survey interview and an ordinary social conversation have many
similarities. Indeed, Bingham and Moore (1959) defined the
research interview as a “conversation with a purpose.” The opportunity
to meet and talk with a variety of people appears to be a key
attraction for many professional interviewers. By the same token, a
key attraction for many respondents appears to be the opportunity
to talk about a number of topics with a sympathetic listener. We do
not know a great deal about the precise motivations of people who
participate in surveys, but the tenor of the evidence suggests that
most people enjoy the experience. Those who refuse to participate
do not refuse because they have already participated in too many
surveys and are tired; characteristically, they are people who do not
like surveys at all and consistently refuse to participate in them or
have experienced bad surveys.
Viewing Respondents as Volunteer Conversationalists
Unlike witnesses in court, survey respondents are under no compulsion
to answer our questions. They must be persuaded to participate
in the interview, and their interest (or at least patience) must
be maintained throughout. If questions are demeaning, embarrassing,
or upsetting, respondents may terminate the interview or falsify
their answers. Unlike the job applicant or the patient answering
a doctor’s questions, respondents have nothing tangible to gain
8 ASKING QUESTIONS
from the interview. Their only reward is some measure of psychic
gratification—such as the opportunity to state their opinions or
relate their experiences to a sympathetic and nonjudgmental listener,
the chance to contribute to public or scientific knowledge, or
even the positive feeling that they have helped the interviewer.
The willingness of the public to participate in surveys has been
declining in recent years for many reasons, one of which is the
tremendous number of poor and misleading surveys that are conducted.
It is therefore doubly important for the survey researcher to
make sure that the questionnaire is of the highest quality.
Although the survey process has similarities to conversations, it
differs from them in several respects: (1) a survey is a transaction
between two people who are bound by special norms; (2) the interviewer
offers no judgment of the respondents’ replies and must keep
them in strict confidence; (3) respondents have an equivalent obligation
to answer each question truthfully and thoughtfully; and
(4) in the survey it is difficult to ignore an inconvenient question
or give an irrelevant answer. The well-trained interviewer will
repeat the question or probe the ambiguous or irrelevant response
to obtain a proper answer. Although survey respondents may have
trouble changing the subject, they can refuse to answer any individual
question or break off the interview.
The ability of the interviewer to make contact with the respondent
and to secure cooperation is undoubtedly important in
obtaining the interview. In addition, the questionnaire plays a
major role in making the experience enjoyable and in motivating
the respondent to answer the questions. A bad questionnaire, like
an awkward conversation, can turn an initially pleasant situation
into a boring or frustrating experience. Above and beyond concern
for the best phrasing of the particular questions, you—the questionnaire
designer—must consider the questionnaire as a whole
and its impact on the interviewing experience. With topics that are
not intrinsically interesting to respondents, you should take particular
care to see that at least some parts of the interview will be
interesting to them.
THE SOCIAL CONTEXT OF QUESTION ASKING 9
Why Some Sensitive Topics Aren’t Sensitive
Beginning survey researchers often worry about asking questions on
topics that may be threatening or embarrassing to respondents. For
many years, survey researchers believed that their interviews could
include only socially acceptable questions. In the 1940s it was only
with great trepidation that the Gallup poll asked a national sample
of respondents whether any member of their family suffered from
cancer. Today surveys include questions about a whole host of formerly
taboo subjects, such as religious beliefs, income and spending
behavior, personal health, drug and alcohol use, and sexual and
criminal behavior.
Popular commentators and those not familiar with survey research
sometimes note that they would not tell their best friends
some of the things that surveys ask about, such as sexual behavior
or finances. The fact that the interviewer is a stranger and not a
friend is part of the special nature of the situation. People will disclose
information to strangers that they would not tell their best
friends precisely because they will never see the stranger again and
because their name will not be associated with the information.
When you tell a friend about your potentially embarrassing behavior
or intimate details about your life, you may worry about the
repercussions. For example, Roger Brown, a well-known social psychologist,
noted in the introduction to his autobiographical memoir
that he deliberately did not have his longtime secretary type the
manuscript of the book, although she had typed all his other manuscripts,
because he did not want her to be shocked or distressed by
the revelations about his personal life. He preferred to have the typing
done by someone who did not have a personal connection with
him (Brown, 1996). With proper motivation and under assurances
of confidentiality, people will willingly divulge private information
in a survey interview.
Most respondents participate voluntarily in surveys. They will
wish to perform their roles properly, that is, to give the best information
they can. It is your responsibility to reinforce respondents’
10 ASKING QUESTIONS
good intentions by designing the questionnaire effectively. If the
questionnaire requires respondents to recall past events, the question
should give them as many aids as possible to achieve accurate
recall. (Techniques for designing the recall type of question are discussed
in Chapter Two.)
Dealing with the Social Desirability Bias
In general, although respondents are motivated to be “good respondents”
and to provide the information that is asked for, they are also
motivated to be “good people.” That is, they will try to represent
themselves to the interviewer in a way that reflects well on them.
Social desirability bias is a significant problem in survey research.
This is especially the case when the questions deal with either socially
desirable or socially undesirable behavior or attitudes. If
respondents have acted in ways or have attitudes that they feel are
not the socially desirable ones, they are placed in a dilemma. They
want to report accurately as good respondents. At the same time,
they want to appear to be good people in the eyes of the interviewer.
Techniques for helping respondents resolve this dilemma on
the side of being good respondents include interviewer training in
methods of establishing rapport with the respondent, putting
respondents at their ease, and appearing to be nonjudgmental.
(Question-wording techniques that can help reduce social desirability
bias are discussed in Chapter Three.)
Viewing the interview as a special case of ordinary social interaction
helps us better understand the sources of error in the questioning
process. Conversations are structured by a set of assumptions
that help the participants understand each other without having to
explain everything that is meant. These assumptions have been
systematically described by Paul Grice (1975), a philosopher of
language. (See Sudman, Bradburn, and Schwarz, 1996, chap. 3 for
a full discussion.) According to Grice’s analysis, conversations are
cooperative in nature and are governed by a set of four maxims that
each participant implicitly understands and shares. The maxim of
THE SOCIAL CONTEXT OF QUESTION ASKING 11
quality says that speakers will not say anything they know to be
false. The maxim of relation indicates that speakers will say things
that are relevant to the topic of the ongoing conversation. The
maxim of quantity enjoins speakers to make what they say as informative
as possible and not to be repetitive. The maxim of manner
requires speakers to be clear rather than ambiguous or obscure. If
the questionnaire makes it difficult for respondents to follow these
maxims, an uncomfortable interaction between the interviewer and
respondent can result. Respondents’ answers can also be distorted.
(The importance of these principles for questionnaire design is discussed
in Chapters Four and Five.)
Investigators should try to avoid asking respondents for information
they do not have. If such questions must be asked, the interviewer
should make it clear that it is acceptable for the respondent
not to know. (Particular problems relating to knowledge questions
are discussed in Chapter Six.)
The standard face-to-face interview is clearly a social interaction.
The self-administered mailed questionnaire or those conducted
electronically via the Web are much less of a social encounter,
although they are not entirely impersonal. Personal interviews conducted
by telephone provide less social interaction than a face-toface
interview but more than a self-administered questionnaire. To
compensate for the lack of interaction, the self-administered questionnaire,
whether paper-and-pencil or electronic, must depend entirely
on the questions and written instructions to elicit accurate
responses and motivate the respondent to participate in the study.
The interviewer does not have the opportunity to encourage or clarify,
as would be possible in a face-to-face interview and to some
extent in a telephone interview. (Differences among these modes of
asking questions are discussed in Chapter Ten.)
Ethical Principles in Question Asking
Discussions of ethical problems in survey research have centered on
three principles: the right of privacy, informed consent, and confi-
12 ASKING QUESTIONS
dentiality. Survey research is intrusive in the sense that the privacy
of respondents is violated when they are selected to participate in
the survey and then asked a series of questions. It is critically important
to be aware of respondents’ right of privacy. Westin (1967,
p. 373) defines right of privacy as “the right of the individual to
define for himself, with only extraordinary exceptions in the interest
of society, when and on what terms his acts should be revealed
to the general public.” For the purpose of survey research, we would
extend Westin’s definition to include attitudes, opinions, and
beliefs, in addition to actions.
Why the Right of Privacy Is Not Absolute
Several aspects of the right of privacy have implications for the ethics
of survey research. First, privacy is not viewed as an absolute right.
The interests of society are recognized in extraordinary circumstances
as sometimes justifying a violation of privacy, although the presumption
is in favor of privacy. Second, the right of privacy with regard to
information refers to people’s right to control data about themselves
that they reveal to others. They can certainly be asked to reveal data
about themselves that may be highly sensitive, but they have the
right to control whether they voluntarily answer the question. There
is no presumption of secrecy about a person’s activities and beliefs.
Rather, people have the right to decide to whom and under what
conditions they will make the information available. Thus, the right
of privacy does not prevent someone from asking questions about
someone else’s behavior, although under some conditions it may be
considered rude to do so. The right of privacy does, however, protect
respondents from having to disclose information if they do not wish
to. And it requires that information revealed under conditions of
confidentiality must be kept confidential.
With regard to confidentiality of information, norms may vary
from situation to situation. In some cases, such as with medical or
legal information, explicit authorization is needed to communicate
the information to a third party (for example, “You may tell X”). In
THE SOCIAL CONTEXT OF QUESTION ASKING 13
other situations, such as during ordinary conversations, the
implicit norm is to permit communication about the contents of
the conversation to third parties unless there is an explicit request
for confidentiality (for example, “Keep this confidential”). One of
the reasons for routine explicit assurance of confidentiality in research
interviews is to overcome the natural similarity between
research interviews and everyday conversations with strangers,
which have the implicit norm of nonconfidentiality.
What’s Informed Consent?
The term informed consent implies that potential respondents should
be given sufficient information about what they are actually being
asked and how their responses will be used. The intent is for them
to be able to judge whether unpleasant consequences will follow as
a result of their disclosure. The assumption is that people asked to
reveal something about themselves can respond intelligently only
if they know the probable consequences of their doing so. The standards
by which procedures for obtaining informed consent are evaluated
usually refer to the risks of harm to respondents who provide
the requested information or participate in a particular research
activity. What it means to be “at risk” thus becomes crucial for a
discussion of the proper procedures for obtaining informed consent.
When is consent “informed”? Unfortunately, there does not
appear to be agreement on the answer to this question. It is generally
thought that the amount of information supplied to the
respondent should be proportional to the amount of risk involved.
You must ask yourself, then: “How much risk is actually involved in
the research? How completely can I describe the research without
contaminating the data I am trying to obtain? How much will
a typical respondent understand about the research project? If respondents
do not understand what I am telling them, is their consent
to participate really informed?”
These questions and variations on them plague researchers as
they try to define their obligations to respondents.
14 ASKING QUESTIONS
The Important Role of Institutional Review Boards
Research conducted today within a university or medical research
setting that receives support from federal grants requires that protocols
for informing research participants about their participation
risks and for ascertaining their informed consent must be approved
by an Institutional Review Board (IRB) composed of both peers
and lay members of the community. Although the motivating
force to establish IRBs was to ensure that participants in biomedical
experiments or clinical trials were adequately informed about
the risks to their health in taking part in the experiment, the
review procedures have been extended little by little to include all
research involving human participants whether it involves health
or not and whether it is supported by the federal government or
not. Many IRBs now require review even of pilot tests and focus
groups that are intended to pretest a survey instrument prior to its
use in the field.
Fortunately, most IRBs have a special procedure to expedite
review of protocols for surveys that do not involve sensitive topics
or that involve respondents who are not in a special risk category.
(Respondents who might be in a special risk category include
minors or those participating in drug treatment programs.) In some
cases, however, IRBs whose members are not familiar with social
research have placed requirements on survey researchers for written
consent forms that are more appropriate for biomedical research
projects than for population-based surveys. As noted earlier, obtaining
an interview requires a delicate negotiation between the
interviewers (and researcher) and the selected respondents. The negotiation
must balance privacy and confidentiality issues against the
benefits of participating in the survey. If the requirements for elaborate
signed consent forms become excessive or inappropriate to
the risks of participating, participation rates will fall to levels that
may not be high enough to justify the research.
Respondents in the vast majority of surveys are not “at risk,”
where risk is thought of as the possibility that harm may come
THE SOCIAL CONTEXT OF QUESTION ASKING 15
to respondents as a consequence of their answering questions.
However, some surveys do ask about illegal or socially disapproved
of behavior that could constitute a nonphysical risk. In such cases,
respondents’ answers, if revealed to others, might result in social
embarrassment or prosecution. For those surveys extra care is taken
to ensure confidentiality and security of the responses.
In other instances a survey may contain questions that will
make some respondents anxious and uncomfortable. A recent study
asked World War II veterans to respond to questions regarding how
their combat experience influenced subsequent attitudes and longterm
behaviors (Sudman and Wansink, 2002). Even though the
events occurred more than fifty years ago, many individuals chose
to skip the section related to their combat experiences. If these
studies are being conducted with personal interviews, carefully and
thoroughly training interviewers can help remove such anxiety
and discomfort. Professional interviewers are excellent at creating
an environment in which respondents can talk about personal matters
without embarrassment. In fact, this professional, nonjudgmental
questioning is one of the ways that survey interviews differ
from ordinary conversations. If questions elicit anxiety from respondents
for personal reasons, however, the interviewer can do little
other than inform the respondent as fully as possible about the survey’s
subject matter.
Interviewers typically inform respondents of the general purpose
and scope of the survey, answering freely any questions the
respondents ask. If the survey contains questions that might be sensitive
or personal, respondents should be told that such questions
will be in the interview schedule and that they do not have to
answer them if they do not wish to do so. Written consent is not
typically obtained because it is usually clear that participation is
voluntary. If the interviewer will have to obtain information from
records as well as directly from the respondent—for example, if a
respondent’s report about an illness must be checked against hospital
records—written permission to consult the records must be ob-
16 ASKING QUESTIONS
tained. For many interviews with minors, written permission from
parents or legal guardians must be obtained.
Helping Guarantee Anonymity
Does informed consent imply that the respondent must be explicitly
told that participation in the survey is voluntary? Many practitioners
feel that informing the respondent of the general nature of
the survey and assuring confidentiality make it sufficiently clear that
participation is voluntary. In some cases, informing respondents
about the general nature of the survey can be as simple as saying,
“This survey will ask you about your shopping behaviors” or “We
will be asking you about your attitudes toward various leisure activities.”
To go beyond the ordinary norms of such situations is to raise
the suspicions of respondents that something is not quite right
about this survey. For example, Singer (1978) found that even a
request for a signature reduced the response rate for the questionnaire
as a whole. In another study (Wansink, Cheney, and Chan,
2003), a split-half mailing that asked five hundred people to write
their name and address on the back of a survey yielded a 23 percent
decrease in response.
Under certain circumstances merely asking a question might
be harmful to respondents. For example, if you were conducting
a follow-up survey of individuals who had been in a drug or alcohol
rehabilitation program, the very fact that respondents were
approached for an interview would indicate that they had been in
the program. If they did not want that fact known to family or
friends, any contact and attempt to ask questions might give rise to
mental stress. Here problems of privacy, consent, and confidentiality
are thoroughly entwined. In such cases it is important to protect
the respondents’ privacy, to ensure that they will not be “at risk,”
and to keep information confidential. To do so, great attention must
be given to research procedures to ensure the respondent (or his or
her relationship with friends, families, or employers) is not harmed.
THE SOCIAL CONTEXT OF QUESTION ASKING 17
This attention needs to begin prior to the first attempt to contact
respondents and must continue through to the completion of the
research.
Except in special cases of some surveys involving substance
abuse and other topics collected under a “shield law,” individual
responses to surveys are not protected from subpoena by law enforcement
officials or attorneys if the individuals are involved in a
lawsuit. The fact that the researcher has promised confidentiality to
the respondents will not protect the researcher from having to produce
the individual records if required by legal action. As a matter
of prudence, judges often deny requests from attorneys or legal officers
for access to individual records, but they balance the requirements
of justice in each case against the public good of protecting
the confidentiality of research records. The only way researchers
can be sure to keep individual data confidential—if it is not protected
by a shield law—is to destroy the names and addresses of
respondents and any links between the responses and names.
Unless the names and addresses are required for follow-up interviews
in a longitudinal study, it is best to destroy as soon as possible
any data that could potentially identify the respondent. In some
cases, this can also include data on variables that could be used to
infer an individual’s identity, such as birth dates, treatment dates,
and other detailed information. In cases where names and addresses
are needed for longitudinal studies, two separate files should be
established, one for the names and one for the location data, with
a third file containing the code necessary to link the two files. The
identifier files can be kept in a separate and secure site that has
the maximum protection possible. In one case, there was reason to
expect that the identifier files might be subpoenaed and misused in
a way that would reveal the identities of all individuals in the file.
In this case, the identifier files were kept in a country where they are
not subject to U.S. subpoena. The intent of such seemingly exceptional
measures is to protect the privacy of respondents by making
it as difficult as possible to link individual identifier data with the
18 ASKING QUESTIONS
substantive data. Besides protecting the trust under which the data
were collected, this also helps avoid inadvertent disclosure and
makes the cost of obtaining the linked data very high for those who
might be fishing for something useful in a legal case.
How Much Do Respondents Need to Know?
Most survey researchers limit themselves to rather general descriptions
of the subject matter of the survey. Most respondents’ refusals
occur before the interviewers have had time to explain fully the
purposes of the survey. For the vast majority of sample surveys,
the question is not really one of informed consent but, rather, one
of “uninformed refusal.” Participation in surveys is more a function
of the potential respondents’ general attitude toward surveys than of
the content of a specific survey. Sharp and Frankel (1981) found
that people who refuse to participate in surveys are more negative
about surveys in general, more withdrawn and isolated from their
environment, and more concerned about maintaining their privacy,
regardless of the purpose of the survey. Today, refusals may also
occur simply because of an increased amount of perceived or actual
time pressure.
In sum, it is your ethical responsibility as a researcher to inform
the respondent as fully as is appropriate about the purposes of the
survey, to explain the general content of the questions, and to
answer any questions the respondent may have about the nature of
either the scholarship or the sponsorship of the research and how
the data will be used. In addition, you should inform respondents
about the degree to which their answers will be held confidential.
Although you must make every effort to ensure that that degree of
confidentiality is maintained, you must not promise a higher degree
of confidentiality than you can in fact achieve. Thus, for example,
if the conditions of the survey do not allow you to maintain
confidentiality against subpoenas, you should not so promise your
respondents.
THE SOCIAL CONTEXT OF QUESTION ASKING 19
The Research Question Versus the
Actual Question Being Asked
In discussing questionnaire development, we must distinguish
between the research question and the particular questions that you
ask respondents in order to answer the research question. The
research question defines the purposes of the study and is the touchstone
against which decisions are made about the specific individual
questions to be included in the questionnaire. The research
question is most often general and may involve abstract concepts
that would not be easily understood by the respondents being surveyed.
For example, you may want to determine the attitudes of the
American public on gun control, the effects of a particular television
program on health information and health practices of those
who view it, or whether an increase in automation is resulting in an
increase in worker alienation.
Articulating the Specific Purpose of the Study
Regardless of whether the purpose of the research is to test a social
scientific theory or to estimate the distribution of certain attitudes
or behaviors in a population, the procedures for questionnaire construction
are similar. First you will need to identify the concepts
involved in the research question. Then you will formulate specific
questions that, when combined and analyzed, will measure these
key concepts. For example, if you are interested in the attitudes of
potential voters toward a particular candidate, you will have to decide
which attitudes are important for the topic at hand: attitudes
about the particular positions the candidate holds, attitudes about
the candidate’s personality, or attitudes about the candidate’s likability.
The more clearly formulated and precise the research question,
the more easily the actual questions can be written and the
questionnaire designed.
The process of trying to write specific questions for a survey
helps clarify the research question. When there are ambiguities in
20 ASKING QUESTIONS
question wording or alternative ways of wording questions, decisions
about formulating questions must be consistent with the original
purposes of the survey. Often the purposes themselves may not
be very clear and must be further refined before a final choice
can be made. For instance, if you were conducting a survey with the
purpose of deciding whether a potential candidate should run for a
particular office, you might be interested in how much respondents
know about the person, what political views they identify with that
person, and what they are looking for in a good candidate. In contrast,
if you were conducting a survey for a candidate who had
already declared her intention to run for office, you might be more
interested in what respondents think about the candidate’s stand on
particular issues and whether they intend to vote for that candidate.
Writing Questions that Relate to the Purpose of the Study
Even when surveys are being conducted on the same topic, very different
questions might be asked depending on the specific purpose
of the study. For example, most surveys ask about the educational
level of the respondent. If, for the purposes of your survey, a grouping
of respondents into three or four levels of education will suffice,
then a simple question like “What is the highest grade you completed
in school?” with three or four response categories may well
serve the purpose. If, however, the purposes of your survey require
that the educational level of the population be precisely estimated,
you would need considerably more detail about education—making
distinctions, for example, between degrees granted and years of
education started but not completed. Because the way in which
questions are asked is intimately tied to the purposes of the survey,
there is no “standard” way to ask about personal characteristics, such
as education and income. (See the discussion in Chapter Nine.)
As a general rule, when constructing a questionnaire, you must
continuously ask “Why am I asking this question?” and must, in
each instance, be able to explain how the question is closely related
to the research question that underlies the survey. Our training as
THE SOCIAL CONTEXT OF QUESTION ASKING 21
researchers has always led us to believe that more information is
good. Unfortunately, it becomes costly if we lose our focus when
constructing a survey. The problem usually begins with someone
saying, “Wouldn’t it be interesting to know. . . ?” The problem is
that when the resulting cross-tabs, bar charts, or pie charts are presented,
a great deal of time and money has been spent and we may
not be much wiser than prior to the research. It is critical to keep
focused on the basic research question.
Suggestions for Beginners
The process of writing questions is fun, and well-written questions
can quickly engage the interest of the participants. Competition
develops among the question writers to see who can come up with
the cleverest or most interesting questions. Given our biases toward
more information, a game of “Wouldn’t it be nice to know?” can
quickly ensue, and soon there are many more questions than the
budget can afford or than respondents can endure. Too often questionnaire
writers are so caught up in the excitement of question
writing that they jump rapidly into writing questions before they
have adequately formulated the goals of the research and thoroughly
understood the research questions. Many questionnaires
constructed by inexperienced people look as if the researchers did
not know what they were trying to find out until they saw what
they had asked.
To develop a good questionnaire, observe the following rules:
1. Resist the impulse to write specific questions until you have
thought through your research questions.
2. Write down your research questions and have a hard copy
available when you are working on the questionnaire.
3. Every time you write a question, ask yourself “Why do I want
to know this?” Answer it in terms of the way it will help you
to answer your research question. “It would be interesting to
know” is not an acceptable answer.
22 ASKING QUESTIONS
Use Questions from Other Surveys
It is always useful before creating new questions to search for questions
on the same topic that have been asked by other researchers.
This can justify your questions and provide an important point of
comparison. In academic research, using validated scales is critical
for research to be publishable in key journals.
Yet satisfactory existing questions are unlikely to cover all the
research questions of a study. Most questionnaires consist of some
questions that have been used before and some new questions,
although even the new questions may be adapted from earlier ones.
Using existing questions will shortcut the testing process and may
also allow you to compare results across studies. For studies done
with similar populations and in similar contexts and where there is
no reason to expect changes, using identical questions allows you to
estimate response reliability. Over longer time periods or where
changes are expected, using the same question permits estimates
of trends.
Some researchers have ethical concerns about using another
person’s questions, but the replicating nature of social science research
in general and survey research in particular not only permit
but encourage the repetition of questions. Normally, no permission
from the originator of the question is required or expected. You may,
however, want to communicate with the question originator to
learn whether there were any difficulties with the question that
were not discussed in the published sources. If you want to use items
from a questionnaire that has been copyrighted, permission from
the publisher, and probably the payment of a small fee, would be
required.
Generally, in any given report, it will be important to acknowledge
the source of any questions that are asked. However, researchers
are becoming increasingly aware that simply replicating
questions might not be so simple as it seems on the surface. Attention
must also be paid to the context within which particular questions
are asked, since responses to some questions are sensitive to
THE SOCIAL CONTEXT OF QUESTION ASKING 23
the context defined by the questions asked prior to them (Schuman
and Presser, 1981; Sudman, Bradburn, and Schwarz, 1996). If you
are interested in the trend in responses to a question over time, pay
particular attention to the preceding questions asked in the studies
where the question was previously used. (The order of questions in
a questionnaire is discussed in Chapter Ten.) Once you start looking,
you will be surprised at the variety of sources that can provide
examples of earlier questions on a topic. The two major sources of
survey questions are published material and data archives. Although
we list a few of the major sources and archives, the list
is intended to be suggestive rather than complete. Getting help
from an available research librarian or information specialist can be
very helpful.
Finding Good Questions from Other Surveys
We assume that a careful literature search has been conducted to
help define the research questions. When a reference is a complete
book, a copy of the questionnaire will often be included as an appendix.
In journal articles, however, the questionnaire will usually
be omitted due to lack of space. In this case it is appropriate to write
to the author of the study and ask for a copy of the questionnaire.
More general sources of questions include the following:
Gallup, G. H. The Gallup Poll: Public Opinion, 1935–1971.
(3 vols.).
Gallup, G. H. The Gallup Poll. Public Opinion, 1972–1977.
(2 vols.)
Hastings, E. H., and Hastings, P. K. (eds.). Index to International
Public Opinion, 1978–1979.
National Opinion Research Center. General Social Surveys,
1972–2002: Cumulative Codebook.
New York Times/CBS News polls, as indexed in The New
York Times Index.
24 ASKING QUESTIONS
Opinion Roundup section of the Public Opinion Polls section
of Public Opinion Quarterly.
Robinson, J. P., Rusk, J. G., and Head, K. B. Measures of
Political Attitudes.
Robinson, J. P., and Shaver, P. R. Measures of Social Psychological
Attitudes. (Rev. ed.)
Roper Public Opinion Research Center. Survey Data for Trend
Analysis: An Index to Repeated Questions in U.S. National
Surveys Held by the Roper Public Opinion Research Center.
Some of the largest American archives of survey research data
are listed next. (Refer also to the Appendix for a list of the major
not-for-profit survey research labs in North America and Europe.)
There will normally be some charge for locating and reproducing
questions and results. In addition, government, university, and
other nonprofit survey organizations will usually make their questions
and questionnaires available to others, even if they have no
formal archives.
Data and Program Library Service, University of Wisconsin,
4451 Social Science Building, Madison, WI 53706
Institute for Research in Social Science, Manning Hall,
University of North Carolina, Chapel Hill, NC 27514
Inter-university Consortium for Political and Social Research,
University of Michigan, Ann Arbor, MI 48106 (Institute
for Social Research archives are at the same address.)
National Opinion Research Center, University of Chicago,
6030 South Ellis Ave., Chicago, IL 60637
Roper Public Opinion Research Center, 341 Mansfield Road,
Unit 1164, University of Connecticut, Storrs, CT 06269
Survey Research Center, University of California, Berkeley,
CA 94720
Survey Research Lab, University of Illinois, Champaign, IL
61820
THE SOCIAL CONTEXT OF QUESTION ASKING 25
This search for existing questions sometimes becomes tedious
and time-consuming, but it is time well spent. Even if you ultimately
use only a few existing questions, the search generally helps
you sharpen the research question and improve the quality of the
new questions that you write.
Consider the following caveats when adapting questions from
other sources. Very small changes in wording or in the response
categories offered can result in large differences in results. Within a
year of each other, three polls (see Figure 1.1) asked representative
samples of Americans about who they believed to be the greatest
male athlete of the twentieth century (closed-ended), the greatest
male or female athlete living at any point in the twentieth century
(open-ended), and the greatest active athlete in the world of
sports today (open-ended). Although all were taken within one year
of each other, there is very little correspondence between the three.
This underscores the importance of making certain any questions
that are borrowed or replicated from another source specifically identify
the issue that is of primary interest to your research question.
Sources of Error in Responses
Since questionnaires are designed to elicit information from respondents,
the quality of a question can be measured by the degree to
which it elicits the information that the researcher desires. This criterion
is called validity. Directly measuring the validity of questions
is often difficult and depends on the nature of the question.
Different Types of Questions Have Different Errors
We find it useful to divide questions into the following three groups:
(1) those that ask about behavior or facts, (2) those that ask about
knowledge, and (3) those that ask about psychological states or attitudes.
Behavioral or factual questions ask about characteristics
of people, things people have done, or things that have happened
26 ASKING QUESTIONS
THE SOCIAL CONTEXT OF QUESTION ASKING 27
Figure 1.1. Who is the World’s Greatest Athlete?
NBC News/ Gallup/CNN/
Wall Street Journal, USA Today, The Gallup Poll,
Sept. 9-12, 1999 Dec. 20-21, 1999 Aug. 24-27, 2000
(N = 1,010) (N = 1,031) (N = 1,019)
“What man or woman
living anytime this
“Which one of the century do you “In your opinion,
following do you think was the great- who is the
consider to be the est athlete of the greatest athlete
greatest American century, in terms active in the
male athlete of the of their athletic world of sports
20th century?” performance?” today?”
(closed-ended) (open-ended) (open-ended)
% % %
Michael Jordan 35 23 4
Babe Ruth 13 4 0
Muhammad Ali 11 0 0
Jim Thorpe 11 4 0
Jesse Owens 10 3 0
Jackie Robinson 7 0 0
Jack Nicklaus 2 0 0
Johnny Unitas 1 0 0
Mark McGwire n/a 9 3
Walter Payton n/a 2 0
Jackie Joyner-Kersee n/a 2 0
Tiger Woods n/a 0 30
Cal Ripken n/a 0 2
Other 1* 27* 26*
No Opinion,
Not Sure, or None 9 26 35
*1% or less apiece
to people that are, in principle, verifiable by an external observer.
That is, behavioral questions concern characteristics, events, or acts
that are external to the individual and could be observed by a third
party. (To say that they are in principle verifiable does not mean, of
course, that it would be easy to verify them or, in some cases, that it
is even legal or ethically permissible to verify them, such as with
voting records or sexual behavior.)
Questions about knowledge measure respondents’ knowledge
about a topic of interest or their cognitive skills. In sample surveys,
knowledge questions are often combined with attitude or behavior
questions to gauge the saliency of an issue or the outcome of a program.
Questions that have the form of knowledge questions are
sometimes used as disguised attitude questions. More rigorous forms
of measuring knowledge, as in knowledge tests, are frequently used
to survey schooling outcomes. The field of psychometrics deals with
the sophisticated statistical techniques for the reliable and valid
measurement of knowledge. Discussion of these techniques is
beyond the scope of this book. Researchers interested in the serious
measurement of knowledge should consult with a psychometrician
in developing their questionnaires.
Questions about psychological states or attitudes are not verifiable
even in principle, since states or attitudes exist only in the
minds of the individuals and are directly accessible, if at all, only to
the individuals concerned. Psychological states or attitudes are not
available to an external observer. For behavior, the notion of validity
has an intuitive meaning, as the value that would be agreed on
by several external observers observing the same event. For attitudes,
the intuitive meaning of validity is not clear. Should the
measure of validity be what respondents tell about themselves in
moments of privacy with their most intimate friends, or should it be
what has a strong relationship to actual behavior? The answer lies
more in one’s theoretical conceptualization of attitudes than in generally
agreed-on criteria.
Even though one may not have a clear idea about validity criteria
for attitude questions, it is nonetheless certain that differing ways
28 ASKING QUESTIONS
of asking questions may produce quite different answers and that
questions about some attitudes are more susceptible to questionwording
differences than others. We do not yet know the detailed
mechanisms that produce such changes, but we are beginning to
understand the cognitive processes involved. (See Sudman, Bradburn,
and Schwarz, 1996, and Tourangeau, Rips, and Rasinski,
2000, for a more complete discussion.) It is clear, however, that
some attitudes are more variable in their measurement than others.
The Difference Between Bias and Variability
In our thinking about these issues, we have used the concept of
response effect to include components of bias and variability. Bias
refers to an estimate that is either more or less than the true value.
Variability is measured by the susceptibility of measurements to differences
in question wording. This variability is sometimes called the
reliability of a measure, since random errors may arise from the form
of the measurement itself (rather than from systematic error due to
a sample bias or some other aspect of the measurement instrument).
In order to clarify the sources of response effects, let us look at a
particular behavioral question. A common question in surveys is
“What was your total family income from all sources last year?”
There is a true answer to this question, even though we may never
know what it is since even income tax records, assuming that we
had access to them, contain their own source of error. However,
even though there is a true answer to this question, we may get an
erroneous answer because the respondent simply forgot about certain
amounts of income, particularly those from less obvious sources
(such as dividends from a stock or interest on a savings account), or
because the respondent may attribute income to the wrong year.
The incorrect placement of events in a particular time period is
called telescoping. In forward telescoping, the respondent includes
events from a previous time period in the period being asked about;
in backward telescoping, the respondent pushes events backward
into a time period previous to the one being asked about. Forward
THE SOCIAL CONTEXT OF QUESTION ASKING 29
telescoping typically results in overreporting of events; backward
telescoping typically results in underreporting. Both forward and
backward telescoping may occur with the same frequency in a survey,
so that the two may cancel each other out. However, studies
show that forward telescoping is more common, resulting in a net
overreporting of the telescoped material in most surveys.
Motivated and Unmotivated Biases
Another form of error would be the deliberate or motivated nonreporting
of income that the respondent wishes to conceal—for
example, illegal income or income not reported to the IRS.
Another source of error arises from the deliberate overstating or
understating of income in order to make an impression on the
interviewer. Generally this type of error shows in income inflation,
but some respondents, particularly in the upper income ranges, may
deflate their reported incomes. Yet another source of error stems
from the respondent’s failure to understand the question in the way
the researcher intended. For example, the respondent may fail to
report gift income, even though this type of income was intended
by the researcher to be included. Finally, respondents may simply
be ignorant of some income (perhaps income received by family
members) about which they are asked to report.
This rather involved collection of errors can be identified by
four basic factors related to response error: memory, motivation,
communication, and knowledge. Material may be forgotten, or the
time at which something happened may be remembered incorrectly.
Respondents may be motivated not to tell the truth because
of fear of consequences or because they want to present themselves
in a favorable light. Respondents may not understand what they are
being asked, and answer the question in terms of their own understanding.
Finally, they may just not know the answer to the question,
and answer it without indicating their lack of knowledge. In
the chapters that follow, these factors and the way they affect the
business of asking questions will be explored in greater detail.
30 ASKING QUESTIONS
Additional Reading
Consult the references listed in this chapter (in the section on
“Suggestions for Beginners”) for additional examples of questionnaire
wordings and their effect on responses. The Polls section of
Public Opinion Quarterly is especially useful. It summarizes questions
on different topics in each issue. In addition, the following readings
may be useful.
The Psychology of Survey Response (Tourangeau, Rips, and
Rasinski, 2000) and Thinking About Answers (Sudman, Bradburn,
and Schwarz, 1996) present conceptual frameworks and extensive
scientific evidence for understanding response effects in surveys.
They are recommended to the reader who wishes to pursue the
conceptualization and literature behind the recommendations
given in this book.
THE SOCIAL CONTEXT OF QUESTION ASKING 31
Part Two
Tactics for
Asking Questions
Chapter Two
Asking Nonthreatening Questions
About Behavior
The most direct and probably the most common questions asked of
respondents relate to their behavior. It is hard for a novice question
writer to see any problems with a question like “Do you own or rent
your place of residence?” or “What brand of coffee did you buy the
last time you purchased coffee?” Nevertheless, such questions are
not so simple and straightforward as they might first appear. Questions
about behavior may be viewed as threatening and may result
in biased reports. Clearly, it is more difficult to ask a question about
child abuse or spousal abuse than about owning a television set. But
even questions about such topics as voting in a recent election or
owning a library card may be threatening enough to disrupt the
smooth interaction between the interviewer and the respondent.
This interruption may come about because the question causes respondents
some discomfort or because the respondents believe that
the truthful answer to the question will put them in a bad light and
cause the interviewer to think less well of them.
We defer the topic of asking threatening questions to the next
chapter and limit the discussion here to questions that are not
threatening (or, at least, not very threatening). Such questions may
relate, for instance, to work activities, ownership or purchases of
consumer goods, some forms of health-related behavior, social
interactions with others, or vacation and travel behavior. Questions
on household composition, income, employment, and other demographic
characteristics might be discussed here but are deferred to
Chapter Nine, where standard wordings are suggested.
35
As we shall see later, both threatening behavior questions
(Chapter Three) and attitude questions (Chapter Five) are very
sensitive to question wording. Although nonthreatening behavior
questions are less sensitive to wording changes than other questions,
they are influenced by comprehension and memory. When
these questions are correctly comprehended, the most serious problem
with nonthreatening behavioral questions is that human memory
is fallible and depends on the length and recency of the time
period and on the saliency of the topic. In this chapter we discuss
what is known about memory errors and then suggest a series of
strategies for reducing these errors.
Checklist of Major Points
1. Decide whether the question is or is not threatening. If threatening,
see also Chapter Three.
2. When asking a closed-ended question about behavior, make
sure that all reasonable alternative answers are included.
Omitted alternatives and answers that are lumped into an
“Other” category will be underreported.
3. Aided-recall procedures may be helpful if the major problem
is underreporting of behavior.
4. Make the question as specific as possible. More reliable information
is obtained when you ask about behavior in an exact
time period instead of asking generally about respondents’
usual behavior. If the goal, however, is simply to group respondents
into categories rather than precisely measure their
behavior, such questions do not have to be so precisely
worded.
5. The time period of the question should be related to the
saliency of the topic. Periods of a year (or sometimes even
longer) can be used for highly salient topics, such as purchase
of a new house, birth of a child, or a serious auto accident.
36 ASKING QUESTIONS
Periods of a month or less should be used for items with low
saliency, such as purchases of clothing and minor household
appliances. Periods that are too short, however, should be
avoided, since forward telescoping (remembering the event
as having occurred more recently than it did) can cause substantial
overreporting of behavior.
6. For regular, frequent behavior, respondents will estimate the
number of events by using the basic rate they have stored
in memory. Accuracy of these estimates can be improved by
asking about exceptions to respondents’ regular behavior.
7. The use of secondary records (where available), household
observation, and bounded recall will reduce or eliminate telescoping
and also improve the reporting of detailed information.
8. Where detailed information on frequent, low-salience behavior
is required, providing diaries will result in more accurate
results than memory.
9. Use words that virtually all respondents will understand.
Do not use special terms or vocabulary unless all members
of the sample would be expected to know them or the term
is explained in the question.
10. Increasing the length of the question by adding memory
cues may improve the quality of reporting. Do not assume
that the shorter questions are necessarily better.
11. Recognize that, for nonthreatening behavior, respondents will
generally give more accurate information about themselves
than about relatives, friends, or coworkers. If cost is a factor,
however, informants can provide reasonably accurate information
about others, such as parents about children, and spouses
about each other.
Ten Examples of Behavioral Questions
We start with examples of questions used by various government and
other survey agencies for collecting information about behavior.
ASKING NONTHREATENING QUESTIONS ABOUT BEHAVIOR 37
These questions represent the work of professional questionnaire
designers. All have undergone careful review and pretesting. Nevertheless,
they are not immune from the memory and other problems
that we discuss later in this chapter.
Outdoor Recreational Activities
Figure 2.1 illustrates a series of questions about outdoor recreational
activities. Part 1, which asks only whether the respondent
ever did an activity during the last twelve months, is considerably
easier to answer than Part 2, which asks for the number of times
the respondent participated. Limiting participation to that in the
State of Illinois makes the question still more complex. As we
shall discuss later in the chapter, it is highly likely that respondents
who frequently engage in an activity will not count individual
episodes but will estimate. The period for activities is
extended to a year because many of these activities are seasonal;
a survey conducted in the winter would get no data on summer
sports.
Jogging
There are several interesting wording uses in the Gallup question
on jogging, shown in Figure 2.2. The use of the words “happen to”
in the question “Do you happen to jog, or not?” is intended to
reduce or eliminate social desirability biases. Although jogging
appears to be a nonthreatening topic, some respondents who do not
jog might be tempted to report that they did, because jogging is
popular and associated with health and fitness. Similarly, adding the
words “or not” is intended to give equal weight to both the positive
and the negative answer. Although the responses to this question
from the 1996 Gallup Poll might not differ substantially from those
to the simpler question “Do you jog?” the additional words are
intended to ensure the accuracy of the results.
38 ASKING QUESTIONS
ASKING NONTHREATENING QUESTIONS ABOUT BEHAVIOR 39
Figure 2.1. Outdoor Recreation Survey.
1. First, I’d like to get a general idea about the specific kinds of things you
do for recreation or to relax. I have a list of activities people sometimes do.
Please think back over the past month, since .
As I read each activity, please tell me whether or not you have done it this
past month. Did you . . .
Yes No
A. Go to a movie?
B. Dine at a restaurant for pleasure?
C. Go window shopping?
D. Go to a theater or concert?
E. Go on a picnic?
F. Go hunting or fishing?
G. Read for pleasure?
H. Take a ride in an automobile for pleasure?
I. Do gardening for pleasure?
J. Participate in a civic or religious organization
or club?
K. Go for a walk or a hike?
L. Go to a professional, college, or high school
sports event?
2. Now, I have some questions about sports. Please think back over the past
year, since . Did you . . .
(Enter date 1 year ago today)
Yes No
A. Play badminton?
B. Play basketball?
C. Go bowling?
D. Play football?
E. Play golf?
F. Play racketball, handball, paddleball, or squash?
G. Play softball or baseball?
H. Swim?
I. Play tennis?
Source: National Opinion Research Center, 1975.
Note also the explanations given in the body of Question 1.
Respondents may not know what is meant by the word “regularly.”
Some might assume that it meant monthly or weekly, and some
might ask the interviewer to clarify the word, which could then
force the interviewer to decide what the word meant. By specifying
“on a daily basis,” the question removes or reduces the uncertainty.
Respondents who miss an occasional day may still be uncertain, but
most respondents will not be. Also, in earlier surveys some respondents
had answered “yes” to this question because they believed
that their job helped to keep them physically fit. By excluding work
“at a job,” the question makes it clear that only non-work-related
activities are to be considered here.
Health Services
Figure 2.3 presents a condensed series of questions on the source
and on the frequency of medical care (Survey Research Laboratory
[SRL], 1993, 1978). (Attitudinal questions that were part of this
series have been omitted.) The first question asking about visits to
a medical doctor in the last year is widely used and seems straightforward,
but it may be difficult for some respondents to know what
is meant. Should they or shouldn’t they include visits to the doctor’s
office for an allergy shot? Does it matter if the shot is given by
the doctor or a nurse?
The series of questions about the usual source of medical care
does not directly ask about one or more specific events; instead, the
respondent is asked to first perform a series of memory tasks and to
then perform a series of comparison and averaging tasks. Thus,
these questions appear to be difficult. Nevertheless, virtually all
respondents were able to answer these questions, and the answers
were sufficiently accurate to distinguish between respondents who
had medical care readily available, those who had difficulty in
obtaining care, and those who had no source of care.
40 ASKING QUESTIONS
ASKING NONTHREATENING QUESTIONS ABOUT BEHAVIOR 41
Figure 2.2. Questions on Exercise.
1. Aside from any work you do here at home or at a job, do you do anything
regularly—that is, on a daily basis—that helps you keep physically fit?
Yes
No
2. a. Do you happen to jog, or not?
Yes
No
b. On the average, how far do you usually jog in terms of miles or
fractions of miles?
________ miles
Source: Gallup, 1978.
Figure 2.3. Questions on Health Care.
1. During the last year, how many times did you see or talk to a
medical doctor?
times
2. Is there one particular person or place where you usually go for health
care?
Yes
No (Skip to Q. 7.)
3. Have you been using this person or place as your usual source of health
care for . . .
Less than 6 months
6 months to 1 year
More than 1 year but less than 3 years
3 to 5 years, or
More than 5 years?
Source: Survey Research Laboratory, 1993.
Household Health Diary
Another procedure for obtaining health information is the use of
a diary for recording events as they occur. Figure 2.4 illustrates a
sample page from such a diary, including instructions, and sample
entries inserted in the blanks.
The diary also includes sections on “felt ill but went to work or
school,” “visited or called a doctor,” “went to a hospital,” “obtained
medical supplies,” and “paid doctor or hospital bills.” Although it
would have been possible to ask about the details of the illness, such
as why did the person feel ill, and what medicine or treatment was
used, this information would be difficult to recall, especially for
minor illnesses such as colds and headaches.
Childrearing Practices
Two comments can be made about the questions on childrearing
shown in Figure 2.5. The first question is an open-ended, fieldcoded
question (SRL, 1978). That is, respondents are not given the
answers, but the interviewers have a list of categories into which to
put the answers. (If the response is ambiguous, this procedure may
introduce an additional source of error. This problem is especially
important for attitude questions. Field coding is discussed in greater
detail in Chapter Six.)
Note that multiple answers are allowed but are not actively
sought. Question 4 is a two-part question with skip instructions.
The B part would be asked only if a “yes” is obtained in part A.
Both the numbering and the skip instructions help guide the interviewer
in asking questions of the respondents.
Religious Practices
Figure 2.6 illustrates that the Gallup Poll’s wordings on religious
questions (2001) are similar to its wordings on the jogging question
in Figure 2.2. It might be argued that membership in a church or
42 ASKING QUESTIONS
Figure 2.4. Household Health Diary.
STAYED HOME FROM WORK OR SCHOOL OR COULD NOT DO USUAL HOUSEHOLD TASKS
List all illnesses during this month to all household members who had to stay home from school, work, or could not do their
usual job.
If the same person starts off a little sick, but goes to work for two days and then stays home for two more days until he is
recovered, you would report the first two days on page 5 and the last two days on page 3.
SAMPLE
Did they stay
in bed all or What medicine or treatment was used?
Date first Who in Why did they stay home? part of the day? (Check one)
stayed Date resumed the family? (Headache, cold, cramps, (Check one) Prescription If other,
home usual activities (First name) sprained ankle, etc.) Yes No None (Name, if known) what?
Oct. 7 Oct. 9 John Flu X
Aspirin
Oct. 13 Oct. 14 Mary Stomach cramps X
X
Oct. 14 Oct. 19 John Jr. Dislocated shoulder X
Plaster cast
Source: Survey Research Laboratory, 1976.
44 ASKING QUESTIONS
Figure 2.5. Questions on Childrearing.
1. Where does your son/daughter regularly play or spend his/her free time?
(Check all codes that apply.)
At home
In school
In someone else’s house
Just outside the house or in the yard
In the street
In a playground or park
In a community building or community center
Other (Specify)
Don’t know
2. Does your son/daughter have a place at home where he/she can read
or study in quiet?
Yes
No
3. Do you have any special time you set aside for being with children?
Yes
No
4. a. Do any of the following ever take care of your children?
Neighbors Yes No
Relatives Yes No
Friends Yes No
Teenagers Yes No
Daycare center Yes No
Nursery school Yes No
Something else (Specify)
(If all “No,” skip to Q. 7.)
b. In an average week, how many hours are your children/is your child
taken care of by someone other than yourself/you or your husband?
hours
Source: Survey Research Laboratory, 1978.
synagogue is a deliberate event and does not just happen. The same
question asked in the General Social Survey simply asks, ”Are you,
yourself a member of a church or synagogue?”
Readers may wonder whether religion is a sensitive topic. For
several decades the U.S. Census and other government sample surveys
have not asked about religion because of concerns about the
separation between church and state. Nevertheless, nongovernmental
survey organizations have uniformly found that religion is
not a sensitive topic and that reports of religious behavior are easy
to obtain. In behavior questions the word you may often be confusing,
since it may refer to the respondent or to all the members of the
household. To avoid this confusion, use of “you, yourself” is often
helpful when there may be ambiguity.
Lawyers’ Survey
Special problems arise in non-household surveys. The lawyers’ survey
(Figure 2.7) was conducted by mail. This may well be an advantage
for questions such as 3B and 3C, which ask for information on
number of attorneys and other employees in the firm.
In large firms the respondent would probably not have this
information at hand and would need to spend a little time getting
the count. Many business surveys are done by mail, so that respondents
have a chance to collect the information. An alternative is to
ASKING NONTHREATENING QUESTIONS ABOUT BEHAVIOR 45
Figure 2.6. Questions on Religion.
A. Do you happen to be a member of a church or synagogue, or not?
Member
Not a member (Skip to Q. 2)
B. Did you, yourself, happen to attend church or synagogue in the last
seven days?
Yes
No
Source: Gallup, 2001.
46 ASKING QUESTIONS
Figure 2.7. Questions in Lawyers’ Survey.
1. In what year were you first admitted to the practice of law in any state?
2. a. Are you currently engaged in the practice of law?
Yes, in private practice (Go to Q. 3a.)
Yes, in nonprivate practice (Answer Q. 2b.)
No, retired (Go to Q. 4.)
No, in non-lawyer occupation (Go to Q. 4.)
b. Which one of the following best describes your legal occupation?
Business legal staff
Government attorney
Legal aid attorney or public defender
Member of the judiciary
Law faculty
Other (Specify)
(If not in private practice, go to Q. 4.)
3. a. Are you a sole practitioner, a partner, a shareholder, or an associate?
Sole practitioner
Partner or shareholder
Associate
b. How many other attorneys practice with your firm?
(1) Partners or shareholders
(2) Associates
c. How many employees other than attorneys work for your firm as . . .
(1) Secretaries?
(2) Legal assistants/Paralegals?
(3) Other?
Source: Survey Research Laboratory, 1975.
send the questionnaire ahead by mail, so that necessary information
may be collected, but to obtain the final answers in a personal interview
so that ambiguous answers can be clarified. This survey uses
specialized language such as “sole practitioner,” “partner,” “associate,”
and “paralegals.” The specialized language causes the lawyer
respondents no difficulty, although these are not meaningful terms
to most non-lawyers.
Farm Innovation Study
The same use of specialized language is seen in Figure 2.8, dealing
with farm practices (SRL, 1974). Again, these terms did not cause
the surveyed farmers any serious difficulties. The most problematic
questions in this series are those asking “How many years ago did
you first do (have) this?” Farmers who have been following these
practices for many years will have trouble remembering the beginning
date unless it corresponds to an important anchor point, such
as the year the respondent started farming this particular land. It
should be possible, however, to distinguish between farmers who
adopted a practice in the last year or two and those who adopted it
more than ten years ago.
Business Expenditures
Sometimes the questions ask for more specificity than respondents
can provide. Figure 2.9 gives such an example from the
1997 Economic Census. In the survey used to generate this form,
the representative of a hotel was asked to report sales for detailed
merchandise and receipt lines, such as for distilled spirits, wine,
and beer and ale. Many hotels do not keep records at this level of
detail and are unable to report this information, even though estimation
is permitted.
Both the questionnaire writer and the data analyst (if these are
not the same person) must take a balanced view to questions that
put such a substantial strain on the respondent’s memory or records,
even when the results are aggregated. On the one hand, questions
ASKING NONTHREATENING QUESTIONS ABOUT BEHAVIOR 47
48 ASKING QUESTIONS
Figure 2.8. Questions on Farm Practices.
1. Did you operate a farm last year?
Yes
No (End interview)
2. Farmers often find that some farm practices are more suitable for their
own farm than other practices. Here are some practices we’d like to ask
you about.
(If Yes)
How many years
ago did you first
Yes No do (have) this?
a. Do you use the futures market for
selling grain?
b. Do you dry corn on the farm?
c. Do you use forward contract to
sell crops?
d. Do you have narrow crop rows,
36" or less?
e. Do you use a large planter, 6 or 8 rows?
f. Do you have a chisel plow?
g. Do you use extension or USDA
economic outlook information
in planning farm business?
h. Do you have a program to regularly
test the soil to determine
fertilizer applications?
i. Do you keep farm records for reasons
other than income tax?
j. Do you use reduced tillage?
3. a. Do you use contour farming?
Yes
No (Skip to Q. 4.)
b. How many years ago did you first do this?
c. Have you ever received money from the government for
using contour farming?
Yes
No
Source: Survey Research Laboratory, 1974.
ASKING NONTHREATENING QUESTIONS ABOUT BEHAVIOR 49
Figure 2.9. 1997 Economic Census: Traveler Accommodations.
50 ASKING QUESTIONS
Figure 2.9. 1997 Economic Census: Traveler Accommodations,
continued.
ASKING NONTHREATENING QUESTIONS ABOUT BEHAVIOR 51
Source: U.S. Bureau of the Census, 1997.
should not be summarily omitted because precise information cannot
be obtained; ballpark information can sometimes be very valuable.
On the other hand, analysts should avoid making precise
analyses of such loose questions. It is a serious but unfortunately
common error to use powerful multivariate procedures carried to
three decimal points with questions where even the first significant
figure is in doubt.
Consumer Expenditure Survey
Shown as Figure 2.10 are questions on ownership and purchasing of
major household equipment items. (Only the first page is shown.)
This was a panel study, and these questions were asked twice, one
year apart. Asking questions at two different time periods has the
major advantage of reducing error in the date of purchase, by a procedure
called bounded recall. (Bounded recall will be discussed in
greater detail later.) Note also that the accuracy of reports about
ownership is increased because the interviewer and the respondent
have the opportunity to examine both furniture and appliances. On
this survey and on similar surveys, researchers are not interested
merely in ownership or possession but in information more difficult
to recall, such as that involving brand and price.
How to Tell if a Question Is Threatening
There is no standard method to determine whether a question is
threatening or not. Some questions that are not threatening in
general may be threatening to particular individuals for idiosyncratic
reasons; they might remind the respondent of a recent
painful event or they might be mistakenly interpreted as referring
to something that is unique to that individual. The best we can do
is determine whether a question is likely to be threatening to a
large number of respondents. The easiest way to determine the
threat of a question is to ask ourselves whether we believe respondents
will feel there is a right or wrong answer to it. Certain behav-
52 ASKING QUESTIONS
iors are seen by many people as socially desirable and therefore may
be overreported. Examples follow.
• Being a good citizen
Registering to vote and voting
Interacting with government officials
Taking a role in community activities
Knowing the issues
• Being a well-informed and cultured person
Reading newspapers, magazines, and books and using
libraries
Going to cultural events such as concerts, plays, and
museum exhibits
Participating in educational activities
• Fulfilling moral and social responsibilities
Giving to charity and helping friends in need
Actively participating in family affairs and childrearing
Being employed
In contrast, the following are some examples of conditions or
behavior that many people underreport in an interview:
• Illnesses and disabilities
Cancer
Sexually transmitted diseases
Mental illness
• Illegal or contra-normative private behavior
Committing a crime, including traffic violations
Tax evasion
Drug use
• Consumption of alcoholic products
• Sexual practices
ASKING NONTHREATENING QUESTIONS ABOUT BEHAVIOR 53
Figure 2.10. Questions on Major Household Items.
Source: U.S. Bureau of the Census, 2001.
Many behavioral questions, however, are not at all threatening,
or are only mildly threatening. Of the questions given in the previous
examples, only a few (those dealing with childrearing in Figure
2.5) might be considered threatening, and even here the threat may
not be serious. In some ways, social changes over the past several
decades have made the survey researcher’s task easier. It is now possible
to ask questions about cancer, drug use, and sexual behavior
that could not have been asked earlier. Only a few respondents will
refuse to answer these questions. Unfortunately, this does not mean
that such questions are no longer threatening.
Not all respondents will find a particular question threatening.
Thus, a question about smoking marijuana will not be threatening
to those who have never smoked or to those who feel that there
is absolutely nothing wrong with smoking marijuana. It will be
threatening, however, to respondents who smoke but are afraid that
the interviewer will disapprove of them if they admit it.
If you are in doubt about whether a question is potentially
threatening, the best approach is to use previous experience with
the same or similar questions. If no previous experience is available,
a small pilot test can be informative. (See the discussion in Chapter
Eleven. If the question is threatening or possibly threatening, see
Chapter Three.)
Eight Ways to Make Behavioral Questions
Easier to Answer
In the past decade we have gained a better understanding of the
methods respondents use to answer questions about behavioral frequencies
and numerical quantities, such as “How many times have
you done (behavior) in the past two weeks?” or “How many aunts,
uncles, and cousins do you have?” It is now well recognized that for
many such questions respondents do not attempt to answer by
counting individual episodes or units. Instead they often simply
56 ASKING QUESTIONS
make an estimate based on rates that are either stored in memory as
schema or computed on the spot from a sample of available data.
A general finding is that as the number of experiences of an
event increases above five, respondents are more likely to estimate
than to count (Blair and Burton, 1987). When behaviors are regular
and similar, such as brushing one’s teeth or eating breakfast,
estimation will result in more accurate responses than counting
(Menon, 1997). The selection of the time period influences whether
respondents count or estimate. Data users unfamiliar with cognitive
processes often believe they can obtain much more information by
increasing the length of the time period that a question covers, but
this belief is illusory.
If the behavior is frequent, irregular, and relatively unimportant,
such as making a telephone call or buying gasoline for one’s car,
respondents asked about a short time period will simply count and
report the number of events retrieved. Respondents asked about a
longer time period, will typically count for a short time period and
then compute an answer based on this rate. Not only does the
longer time period not provide additional information, it may
increase the possibility of a computation error when the respondent
is required to extrapolate.
If the behavior is regular, respondents will already have a rate
stored in memory and will simply retrieve this rate and apply it to
whatever time period is specified. It is obvious that increasing the
time period for regular behaviors has no effect on the amount of
data obtained. For example, if respondents are asked how many
times they brush their teeth in a given period of time, they would
simply multiple their daily rate by the number of days in the time
period they are asked to report. Only for infrequent, irregular behavior,
such as buying consumer durables or going to the doctor,
does increasing the length of the time period increase the amount
of information retrieved. There are eight proven methods for improving
the quality of reporting if respondents count.
ASKING NONTHREATENING QUESTIONS ABOUT BEHAVIOR 57
Use Aided Recall
In its most general sense, an aided-recall procedure is one that provides
one or more memory cues to the respondent as part of the
question. The questions in Figure 2.1 illustrate one form of aided
recall. Rather than asking “What do you do for outdoor recreation?”
the questions focus on specific activities and sports. Another form
of this method is to put examples into the question, such as “How
many organizations do you belong to—for example, unions,
churches, fraternal organizations?”
Similarly, respondents may be shown a card containing a list of
books, magazines, and newspapers and asked which they have read
in the past month. Aided recall may also be used with knowledge
questions and with cards listing well-known persons, products, or
organizations. This use is discussed in Chapter Six.
A final form of aided recall is the household inventory conducted
jointly by the respondent and the interviewer. These household
inventories can be used to determine the presence of furniture,
appliances, books and magazines, and goods such as food, soap, and
cleaning products. Unless the product has been totally consumed,
its presence is a memory aid. Aided-recall procedures produce
higher levels of reported behavior than unaided procedures do
(Sudman and Bradburn, 1974), since they can help respondents
remember events that would otherwise be forgotten.
Precautions When Using Aided Recall. Certain precautions must
be observed, however, when aided recall is used. First, the list or
examples provided must be as exhaustive as possible. As shown in
general research on memory and in magazine readership and television
viewing studies, behaviors not mentioned in the question or
mentioned only as “Other (Specify)” will be substantially underreported
relative to items that are mentioned specifically.
If your questions concern media, products, and organizations,
lists are almost certainly available from published directories. For
58 ASKING QUESTIONS
other types of behaviors, where outside lists are not available, earlier
studies may provide information on the types of behaviors to
include on the list. If such studies are not available, you would
have to conduct a pilot study to obtain the necessary information.
It is usually a mistake for a single researcher or even a group of researchers
to develop a list of behaviors based only on personal
experience. Personal experience is limited, and the inevitable consequence
of relying on it is an incomplete and flawed listing.
If the number of alternatives in a category is too great, your list
may be restricted to a limited number of the most likely alternatives.
Unfortunately, no estimate can then be made of the excluded
behaviors. You could also include an “All Other” category in such
aided-recall questions. Such a category is useful for rapport building
because it gives respondents who otherwise would not have been
able to respond positively an opportunity to answer. However, the
data from this “All Other” category cannot be combined with the
listed data. Moreover, if the list is not exhaustive, you cannot make
an estimate of total behavior—although, by summing up only the
listed behavior, you can make a minimum estimate.
In some cases you can proceed in two stages, asking first about
groups and then about specific cases. A list of all published magazines,
for example, might be almost infinite in length. But you can
group these into a dozen or so categories, giving examples for each
category. For example, you might ask, “Do you regularly read any
news magazines like Time or Newsweek? Any sports publications?
Household or family magazines? Personal health and self-improvement
magazines? Electronics or auto or hobby magazines?” This
may be good enough if you merely want to code specific magazines
into such groups anyway. But you can also ask for the names of particular
magazines read within any or all categories the respondent
reports reading.
When a list becomes large, the order of the list may become
important, especially when the respondent reads the list. Items at
the top or at the bottom of a long list will be read or listened to
ASKING NONTHREATENING QUESTIONS ABOUT BEHAVIOR 59
more carefully and will receive more positive responses than items
in the middle. For long lists, careful researchers use two or more different
forms and randomize the order of the items on both forms.
Another procedure, shown in Figure 1.1, requires the interviewer
to read all items to the respondent and obtain a “yes” or “no” answer
for each item. This procedure is now widely used in telephone
interviewing, where the respondent cannot be handed a card to
read. It also has the advantage of removing or reducing list order
effects, although both the interviewer and the respondent may
become bored if the list is too long.
Order effects are sensitive to the mode of administration. Because
of primacy effects, items appearing early in the list are often
over-selected when the questionnaire is administered in person
with show cards or when it is self-administered. On the other hand,
because of recency effects, items appearing at the end of the list are
over-selected, particularly when the questionnaire is administered
by telephone and the respondents can only hear the list read.
Dealing with Long Lists. Another problem with aided recall
develops from the use of long lists. Imagine respondents have been
given a list of fifty activities and asked which of these they have
done in a specified time period. If they have done none of these
activities, the question is likely to make them uncomfortable, even
if the topic is nonthreatening. They will feel that the interviewer
expects at least some “yes” answers from among a long list of activities.
Such respondents are likely to report some activities, either by
deliberately fibbing or by unconsciously misremembering the date
when a behavior occurred.
You should anticipate this problem and avoid it by using two
techniques. The first, illustrated in Figure 1.1, is to make the list so
extensive that virtually all respondents will be able to answer “yes”
to some items. The second way is to start with a screening question
such as “Did you happen to have read any magazines in the past two
weeks, or not?”—before showing the respondent a list of magazines.
60 ASKING QUESTIONS
The long list example typifies the most serious problem with
aided recall—the implicit expectation that a respondent needs to
provide positive responses. If a behavior is reasonably salient and
the reporting period reasonably short, aided-recall procedures may
lead to substantial overreporting and should not be used, or should
be used only in conjunction with other procedures that reduce
overreporting. (The exceptions to this rule are the socially undesirable
behaviors discussed in Chapter Three, where aided-recall
methods help compensate for the general tendency of respondents
to underreport.)
The short screener question—“Did you happen to read any
magazines in the past two weeks, or not?”—may have the opposite
effect. If such a screener is used several times in the interview,
respondents may learn that they can skip out of a whole series of
questions by saying “no.” In general, it is better to vary question
formats where possible, to make the interview more engaging for
the respondent and also to decrease the chances of respondent
anticipation.
Make the Question Specific
One simple reason for making each question as specific as possible
is to make the task easier for the respondent, which, in turn, will result
in more accurate reports of behavior. General questions, if they
are answered conscientiously, require substantial effort by the
respondent. Consider a seemingly straightforward question such as
“What brand of soft drink do you usually buy?” If the question is
taken seriously, the respondent must first decide on the appropriate
time period, and then what conditions to include. For instance, are
purchases at work, in restaurants, at sporting events, and at movies
to be included? Or are only store purchases for home use to be
counted? The respondent must next decide on the meaning of the
word you. Does it refer only to the respondent or to all members of
the household? How are purchases by one household member for
ASKING NONTHREATENING QUESTIONS ABOUT BEHAVIOR 61
other household members to be treated? A final question to be
resolved is the definition of a soft drink. Are lemonade, iced tea,
fruit punch, and mineral water to be included or not?
A few respondents who are highly consistent in their behavior
may nearly always choose the same brand. They can answer this
question with little or no difficulty. But most respondents who buy
several brands will have to do some cognitive work in order to
answer this question. Some will respond with the first brand name
that comes to mind. That is, they will change a behavior question
into one dealing with brand awareness and salience. This leads to a
substantial overreporting of purchases of widely advertised brands,
such as Coca-Cola and Pepsi Cola. Only a few respondents will
answer that they don’t know or ask the interviewer for more information.
Thus, a small percentage of “don’t know” answers does not
ensure that the question is answered accurately. As Payne (1951)
points out, the researcher should behave like a newspaper reporter
and ask the five W’s: who, what, where, when, and sometimes why.
Whose Behavior? For behavior questions it should always be clear
whether respondents are reporting only for themselves, for other
household members, or for the entire household in total. The word
you can be either singular or plural and is often a source of confusion.
We suggest using “you, yourself” when information is wanted
only from the respondent; “you or any member of this household”
when the survey is attempting to determine whether any household
member performed a given behavior; and “you and all other members
of this household” when the survey is attempting to obtain
total household behavior. Exactly the same system can be used if
the interview takes place in an organizational or industrial setting.
Just replace the word “household” with “company,” “firm,” or “organization,”
as appropriate.
What Behavior? Question 1 in Figure 2.2 illustrates a clarification
of what behavior to report because it excluded all job-related activities.
In a question about gasoline purchasing, you would want to
62 ASKING QUESTIONS
specify whether or not purchases while on vacation or other trips
should be included. Similarly, in questions about food and drink
consumption, it is necessary to specify whether out-of-home consumption
is to be included or excluded.
When Did it Happen? The “when” question should specify the
time period by using actual dates instead of terms such as “last
week” or “last month.” If an interview is conducted on June 28 and
the respondents are asked about last month, some will consider the
time period from June 1 to June 28 as the last month, and others
will consider the period from May 28. Typical wordings that can be
used are “In the past two weeks, that is, since June 14 . . .” or “in the
past month (or thirty days) since May 21 . . .” It is generally less precise
to ask “When was the last time you did something?” Even if
respondents could remember accurately, this form gives equal
weight to those who do something often and those who do it rarely.
Analyses and conclusions based on such data are likely to be confusing
and misleading. In addition, the memory task is more difficult
for those who do it rarely, so that their answers are subject to
much greater memory errors.
Limiting the time period means that some (possibly many) respondents
will report none of the specified behavior during the time
period. This will bother researchers who are attempting to maximize
the amount of information they get. However, from a perspective
of total survey quality, it is better to minimize the number
of erroneous or potentially erroneous responses.
Asking Why and When Questions. This chapter is not the place
to discuss “why” questions. It is also difficult to discuss “what” questions
in general terms, since the “what” questions depend on the
purpose of your research. You must have a clear idea of why your
study is being done before you start to write questions. Although a
few researchers are able to keep the aims of their study in mind without
formal procedures, most—especially beginning researchers—
cannot. Before you write any questions it is a good idea to put down
ASKING NONTHREATENING QUESTIONS ABOUT BEHAVIOR 63
on paper the aims of the study, hypotheses, table formats, and proposed
analyses. These aims should not become absolute, but they
should provide some useful guidelines and boundaries.
Even if you are clear on what is wanted, the respondent may still
be uncertain, since respondents do not have your perspective on a
topic. Belson (1981) demonstrates widespread misunderstanding of
survey questions and such words as usually, have, weekday, children,
young people, generally, regularly, and proportion. He hypothesizes that
respondents will interpret broad terms or concepts less broadly than
the researcher intended. He also suggests that respondents distort
questions to fit their own situations or experience. Although one
cannot ensure that all respondents will understand all questions
exactly as intended, the use of specific questions will help reduce
respondent differences in interpretation. If general or global questions
are used, they should be tested to determine what respondents
think they mean.
Select an Appropriate Time Period to Ask About
The basic idea to consider in determining a time period is that a
person’s accurate recall of a behavior is directly related to the
amount of time elapsed and to the salience of the behavior (Sudman
and Bradburn, 1974). The more important the event, the easier
it is for the respondent to remember. Although research on
saliency is limited, there appear to be three dimensions that distinguish
between events that are more and less salient: (1) the unusualness
of the event, (2) the economic and social costs or benefits of
the event, and (3) the continuing consequences of the event.
Longer Time Periods for Highly Salient Events. Events that occur
rarely in one’s life—such as graduating from high school, getting
married, buying a house, having a baby, or having a serious motorcycle
accident or surgery—are likely to be remembered almost indefinitely.
Historical events can have the same saliency. Almost
anyone who was old enough can remember exactly what they were
64 ASKING QUESTIONS
doing when Pearl Harbor was attacked, when President Kennedy
was assassinated, or when the World Trade Center collapsed on
September 11, 2001. In contrast, habitual events, such as all the
things that one did at home and work, would be difficult to remember
for even a day or two.
In general, the greater the cost or benefit of an activity, the
more one is likely to remember it. Winners of $100,000 in a state
lottery will remember the details better than will the winners of
$25. The purchase of a $500 microwave oven is easier to remember
than the purchase of a $.69 potato peeler. Juvenile shoplifters will
remember the time they were caught and forget the details of successful
shoplifting efforts. Finally, some events result in continuing
reminders that the event happened. The presence of a house, car,
or major appliance is a reminder that the purchase was made. The
presence of children is a reminder of their births.
Many behavioral events are salient along two or three dimensions.
Thus, buying a house is a unique event; it requires payment of
a very large sum of money, and the presence of the building acts as a
continuing reminder. On the other hand, the purchase of a food
item is a low-cost, habitual act with no continuing consequences.
Within this framework, memory about highly salient events is
satisfactory for periods of a year or possibly more. Unfortunately, little
work has been done on periods much longer than a year. However,
for highly salient events, such as major accidents or illnesses,
periods of two or three years appear to be possible. Periods of two
weeks to a month seem to be appropriate for low-salience events.
For behaviors of intermediate saliency, periods of one to three
months are most widely used. Choosing an optimum time period
does not mean that the data will be error free, but only that errors
will be minimized if recall procedures are used.
Longer Time Periods for Summary Information. When summary
information is available, longer time periods can be used. Many
respondents can give fairly reliable estimates of total medical expenditures,
expenses for vacations, or income received in the past
ASKING NONTHREATENING QUESTIONS ABOUT BEHAVIOR 65
calendar year, even if they are unable to remember the details of
how or why the money was spent or obtained. The best explanation
of this is that they obtained summary information for another
purpose, such as tax records, or because they budgeted a specified
amount of money for a vacation.
If summary information is likely to be available from records
and is all that is required, you should use that information instead
of taking data for a much shorter time period and calculating the
yearly amount. Ordinarily, however, you will be interested in both
the summary data and the details of individual events. In this case,
both summary questions and detailed questions for a short time
period should be asked. Comparing the summary results with those
obtained from extrapolating the data from the shorter period allows
you to check the reliability of responses.
How to Minimize Telescoping. An appropriate time period is also
important if you are to minimize backward telescoping, or remembering
events as happening more recently than they did. Suppose
that a national sample of households are asked to report the amount
of coffee they purchased in the past seven days and that this total is
then compared with shipments of all coffee manufacturers or observed
sales in retail outlets. These comparisons usually show that
the amount reported is more than 50 percent higher than the
amount manufactured and sold. What is happening is a process
called telescoping.
Telescoping results when the respondent remembers that the
event occurred but forgets the exact date. In the past, most researchers
were not concerned about telescoping because they
believed that errors in the dates would be randomly distributed
around the true date. However, recent research indicates that, as
time passes, respondents are more uncertain about dates. As a
result, respondents typically round their answers to conventional
time periods, such as ten days ago, one month ago, or three months
ago. The result of these two processes is to produce an overstatement
of the reported events. Thus, an overstatement of coffee pur-
66 ASKING QUESTIONS
chasing occurs because respondents who bought coffee two or three
weeks ago are likely to report that they purchased it in the last ten
days or two weeks.
Telescoping Biases Increase with Short Time Periods. Unlike
simple omissions, which increase with the length of the time
period, telescoping biases increase as the time period between the
interview and the event is reduc |