INTRODUCTION TO QUESTIONNAIRE DESIGN

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Presentation transcript:

INTRODUCTION TO QUESTIONNAIRE DESIGN Research Methods Catherine Seo October 22, 2008

To understand: OBJECTIVES Objectives of questionnaires Advantages and disadvantages Design of questionnaires Type of questions used Common problems and pitfalls

WHAT IS A QUESTIONNAIRE? An instrument (form) to collect answers to questions collect factual data gathers information or measures A series of written questions/items in a fixed, rational order

WHY USING A QUESTIONNAIRE? A well designed questionnaire: Gives accurate and relevant information to your research question Minimizes potential sources of bias Will more likely be completed ⇒As simple and focused as possible

Statistical Terms Population: Discrete group whose members can be defined by a set of at least one shared characteristic Sample: A selection of that target population (can also be a subsample) Random Sample: Sample in which every member of a given population has an equal chance of being selected Margin of Sampling Error (MOSE): Every random sample has a margin of error (statistical price you pay for not interviewing everyone) Response Rate: Rate at which people agreed to participate in survey. If those who refuse are different from those who agree, results may be skewed (higher response rate = less chance for skew)

Statistical Terms Population: Discrete group whose members can be defined by a set of at least one shared characteristic Sample: A selection of that target population (can also be a subsample) Random Sample: Sample in which every member of a given population has an equal chance of being selected Margin of Sampling Error (MOSE): Every random sample has a margin of error (statistical price you pay for not interviewing everyone) Response Rate: Rate at which people agreed to participate in survey. If those who refuse are different from those who agree, results may be skewed (higher response rate = less chance for skew)

ADVANTAGES OF QUESTIONNAIRES Can reach a large number of people relatively easily and economically Provide quantifiable answers Relatively easy to analyse

DISADVANTAGES OF QUESTIONNAIRES Provides only limited insight into problem Limited response allowed by questions Maybe not the right questions are asked Varying response Misunderstanding/misinterpretation Need to get it right first time Hard to chase after missing data

TYPES OF QUESTIONNAIRE Interviewer -administrated Face to face Telephone By mail E-mail/Internet Self-administrated

SELF-ADMINISTERED QUESTIONNAIRE Advantages: Cheap and easy to administer Preserves confidentiality Completed at respondent's convenience No influence by interviewer

SELF-ADMINISTERED QUESTIONNAIRE Disadvantages: Low response rate Questions can be misunderstood No control by interviewer Time and resouces loss

INTERVIEW-ADMINISTERED QUESTIONNAIRE Advantages: Participation by illiterate people Clarification of ambiguity Quick answers

INTERVIEW-ADMINISTERED QUESTIONNAIRE Disadvantages: Interviewer bias Needs more resources Only short questionnaires possible Especially on telephone Difficult for sensitive issues

Basic Survey Process Steps: Deciding on a mechanism Drawing a sample Designing the questionnaire Fielding a survey and collecting the data Analysis Reporting

STAGES IN DESIGNING A QUESTIONNAIRE (1) Planning the study: Decide on goals Identify risk factors for getting bitten by dogs Know the subject Literature, experts on dog bites Formulate a hypothesis Postmen more likely to get bitten by dogs than the normal population Define information needed to test hypothesis Occupation, owning dog, outdoor activities, attitude towards dogs

STAGES IN DESIGNING A QUESTIONNAIRE (2) Determine study population: Know the respondents Occupation Special sensitivities Education Ethnic Language ⇒Questionnaire needs to be adapted to your population, not the opposite!

STAGES IN DESIGNING A QUESTIONNAIRE (3) Design questions: Content of the questions Format of the questions Presentation and layout Coding schedule (if appropriate) Pilot and refine questionnaire

WHAT DO YOU PREFER?

WHAT DO YOU PREFER?

WHAT MAKES A WELL DESIGNED QUESTIONNAIRE? Good appearance easy on the eye Short and simple Relevant and logical ⇒ High response rate ⇒ Easy data summarisation and analysis

QUESTION ORDER Decide on order of items/questions Easy  difficult General  particular Factual  abstract Where to place sensitive questions? Be aware of ordering effects!

QUESTION ORDER Questions should be ordered so as to seem logical to the respondent First questions should be relevant and easy Questions are effectively ordered from most salient to least salient Demographic questions should not be covered at the beginning Potentially objectionable questions are placed near the end

QUESTION ORDER Group questions by topic/ response options Starting questions Simple With closed format Relevant to main subject Non-offending Neither demographic nor personal questions Don’t put most important item last

QUESTIONNAIRE INTRODUCTION Survey/interview introduction Who you are/ what is your ILP/thesis topic Why you are investigating Where you obtained the respondent’s name How and where you can be contacted Guarantee of confidentiality Length of interview (be honest) ⇒ Usefulness of study should be clear to all respondents

CONTENT OF QUESTIONS Clear focus on research question Avoid sidetracking Avoid unnecessary information Demographic information Contact information (if non-anonymised)

DO: Use simple wording Be brief Be specific

DO NOT: Be vague Be condescending or talk down to respondent Use biased wording Use abbreviations or scientific jargon Use objectionable questions Be redundant

FORMAT OF QUESTIONS Adjust to responding audience Professionals vs. public Keep sentences simple and short Define key words Remember option “don’t know”

FORMAT OF QUESTIONS Ask for one information at a time No  Do you own a dog or have frequent contacts with dogs? Yes  No  Use mutually exclusive and exhaustive answer options Vertical order of answer options

vs. BE ACCURATE Yes  No  Once  Twice  Three times or more  Do you often touch dogs? Yes  No  vs. How often did you touch a dog during the past 3 months? Once  Twice  Three times or more  Not at all  Don´t know 

BE APPROPRIATE Are you a drunk? Yes  No  vs. How often have you consumed alcoholic beverages during the past 6 months? Daily  2-6 times/week  Once a week  Less than once a week  Don´t know 

Vs. BE OBJECTIVE Which beverage did you consume? Did you drink the strange brownish drink in Prague? Yes  No  Vs. Which beverage did you consume? Water  Beer  Wine  Karkadé  None of them  Don´t know 

BE SIMPLE Did you smoke not less than a mean amount of 7 cigarettes/2 days from 1999 onwards? Yes  No  vs. Did you smoke an average of 2 pack of cigarettes/week for the last 5 years? Yes  No  Don´t know 

Bias = systematic differences in the measurement of a response

INFORMATION BIAS Recall bias Observer bias Cases more likely to remember than controls Observer bias Different interviewer – different interpretations Different interpretation of similar questions Reduce by structured questionnaire

NON-RESPONSE BIAS Those who respond are different from those who do not Telephone interviews: more females, elderly Reduce Ensure high response rate Random choice of interview partners Correct during analysis (eg age, sex)

FORMAT OF QUESTIONS Closed format  forced choice Two main question formats Closed format  forced choice Yes  Always  No  Sometimes  Don’t know  Never  Open format  free text What is your most distressing symptom? Please describe: ________________________________________________________________________________________________

OPEN OR CLOSED? Closed Advantages: Simple and quick Reduces discrimination against less literate Easy to code, record, analyze Easy to compare Easy to report results

CLOSED QUESTIONS Disadvantages: Possible compromise: Restricted number of possible answers Loss of information Possible compromise: Insert field „others“

OPEN QUESTIONS Advantages: Not directive Allows exploration of issues to generate hypothesis qualitative research, focus groups, trawling questionnaires Used even if no comprehensive range of alternative choices Good for exploring knowledge and attitudes Detailed and unexpected answers possible Vorteile: Nicht direktiv: Befragte werden nicht in eine Richtung gedrängt Zur Hypothesen-Generierung: wenn mehrere Menschen ähnliche (unerwartete) Antworten haben, allgemeine Tendenz? Abfrage von Wissen oder Einstellungen Detaillierte, auch unerwartete Antworten möglich Erforscht, wie Menschen über ein Problem sprechen: sprachlich Nachteile: Antwort Interviewer-abhängig: Interviewer schreibt nicht alles genau so hin sondern interpretiert auch hinein Zeit- und arbeitsintensiv: Lange Antworten, Redefluss, aber auch Auswertung Kodierprobleme Schwierig zu analysieren: welche Einteilungen wählen? Vergleiche zwischen Gruppen problematisch

OPEN QUESTIONS Disadvantages: Interviewer bias Time-consuming Coding problems Difficult to analyze! Difficult to compare groups

CLOSED QUESTIONS Straightforward response What is your age in years? ___ years How long have you owned a dog? ___ years What is your sex (gender)? Male  Female  Did you stay in Hotel X on 23/7/05? Yes  No  Don’t know 

CLOSED QUESTIONS 2. Checklist Which of the following outdoor activities did you do last week? Running  Walking  Hiking  Cycling  Swimming 

CLOSED QUESTIONS 3. Rating scale Did you do use sunscreen during the following outdoor activities during the past six months? Always Sometimes Seldomly Never Running     Walking     Cycling    

CLOSED QUESTIONS 4. Rating scale Numerical How useful would you think that information on the risk of biting from stray dogs would be? (please circle) 1 2 3 4 5 6 7 Not at all useful Very useful Analogue How much is your pain severe (put the tick on the line) 0 10

CLOSED QUESTIONS 5. Scales for measuring attitude (Lickert) Stray dogs carry a higher risk of rabies No, I strongly disagree  No, I disagree quite a lot  No, I disagree just a little  I’m not sure about this  Yes, I agree just a little  Yes, I agree quite a lot  Yes, I strongly agree 

PROBLEMS AND PITFALLS Avoid questions that ask two things at once - you won’t know which ‘bit’ people are answering: Have you ever had stomach ache and diarrhoea? Ambiguity..... Do you go to the woods a lot?

PROBLEMS AND PITFALLS Avoid jargon/abbreviations/slang How often do you get up at night to PU? (pass urine) Should IVDUs be treated in the community? Avoid not mutually exclusive options What age are you? 16-20  20-25  25-30  35-40 

PROBLEMS AND PITFALLS Avoid leading questions Do you think that the food in the hotel made you sick? Did the hotel staff seem unhygenic to you? Do you agree that the hospital staff were close to exhaustion? Avoid making questionnaire too long Typographical / spelling errors

PILOTING AND EVALUATION Pilot with a similar group of people to your intended subjects Highlights problems before starting Effects of alternative wording Overall impression on respondents and interviewers Final polishing after several amendments

PRESENTATION AND LAYOUT Clear consistent layout Adequate space to answer Large font size Appropriate page breaks Avoid experimental layouts fancy logos printed on recycled paper/is an equal opportunity employer etc

PRESENTATION AND LAYOUT Using colour or printing questionnaire on coloured paper may help Use filter questions, if necessary Give clear instructions about how to answer the questions

WAYS TO INCREASE PERCEIVED REWARD Show positive regard Say thank you Ask them for “advice” Give social validation Give a tangible reward Make the questionnaire interesting State an upcoming deadline

WAYS TO DECREASE PERCEIVED COST Avoid subordinating language Do not embarrass the respondent Do not inconvenience the respondent Make questions appear short and easy Avoid asking personal information (if it must be asked, use ‘soft’ wording and inform about confidentiality) Keep subsequent requests similar

CREATE A NAVIGATIONAL PATH Instructions should be placed right where they are needed Matrices are confusing: it is best to order questions from top to bottom, and left to right Use larger font to attract attention Use color shading to attract attention or show groupings Use spacing and similarities to show groupings

WAYS TO ESTABLISH TRUST Provide a token of appreciation Provide a sense of legitimate authority Make completing the questionnaire seem important Remind respondent of previous relationship with sponsor (if applicable)

SUMMARY A well designed questionnaire: Will give appropriate data which allow to answer your research question Will minimise potential sources of bias, thus increasing the validity of the questionnaire Will much more likely be completed

FINALLY, KEEP YOUR QUESTIONNAIRE SHORT AND THE QUESTIONS SIMPLE, FOCUSED AND APPROPRIATE