School of Nursing’s Research Workshop and Seminar Series Survey Methods, Questionnaire Design & Implementation Paul Krueger, Ph.D. Associate Professor Dept. of Clinical Epidemiology & Biostatisitcs kruegerp@mcmaster.ca January 19, 2009 Surveys Many study designs use surveys to collect information (exposures, confounders, outcomes, opinions, preferences, KABP) Systematic method of collecting data Structured and standardized questionnaire Sample of the population Advantages of Surveys Most methods allow collection a lot of information, from many people, over a wide geographic area, in a relatively short time period Everyone is asked the same questions in the same way (minimize interviewer bias) If sampled appropriately, results can be representative of a larger population (within a certain degree of error) Types of Surveys Mail focus of this presentation Telephone (e.g. survey of all ER and Family MDs about CAP) (e.g. air pollution - random sample) Becoming more difficult (e.g. cell phones, answering machines, call display, call blocking, unlisted, do not call lists) Fax (e.g. physician survey) Face-to-face (e.g. LTCF resident QOL/satisfaction) Internet (e-mail and web based) Combined methods (e.g. CAPIS, OARS…) Dillman Approach to Mail Surveys Total Design Method (1978) What aspects of the survey process affect quality or quantity of response A detailed and systematic way to design and implement surveys Social exchange theory (see below) High quality mail surveys Acceptable response rates Dillman Approach Cont’d The Tailored Design Method (2000) Many changes since 1978 Technology – computers, scanners… More complete understanding of social exchange principles in survey research Research on survey methods Need to tailor the method vs same procedure Note: Internet, Mail, and Mixed-Mode Surveys: The Tailored Design Method 3rd edition 2009 Social Exchange Theory Theory of human behaviour “The theory asserts that actions of individuals are motivated by the return these actions are expected to bring, and in fact usually do bring from others” (Dillman, 2000) People will do things that are rewarding Social Exchange Theory Three elements for predicting action Rewards Costs What one expects to gain from an activity What one gives up/spends to obtain rewards Trust Expectation that in the long run, rewards of doing something will outweigh the costs of doing it Application of Social Exchange Theory In terms of questionnaire design & implementation: Increase rewards for responding Reduce perceived costs Establish trust so the rewards outweigh costs of responding Ways of Providing Rewards Show positive regard Say thank you e.g. “we appreciate your help”, “thanks in advance” Ask for help, advice, assistance Show respect (e.g. give reason for survey, provide number to call, personally address letters) Provides a sense of reward Support group values appeal to widely shared values – the study’s social usefulness Ways of Providing Rewards Give tangible rewards Make the questionnaire interesting Improve layout and design Give social validation Include a financial incentive (token) vs promise Let them know that others have responded Opportunities to respond are scarce Respond quickly so information can be used Ways of Reducing Social Costs Avoid subordinating language Avoid embarrassment Ask for a favour e.g. to solve a problem vs it is necessary for you to complete this survey because…. E.g. avoid complex questions and instructions at the start of the questionniare Avoid inconvenience E.g. include return postage paid envelope – real stamp Ways of Reducing Social Costs Make questionnaire appear short and easy Lesson the perceived cost of responding Minimize requests to obtain personal information Offer explanations why info is important & ensure confidentiality Ways of Establishing Trust Provide a token of appreciation in advance Small amount – gesture of trust – vs payment for your time Including actual stamps on return envelope Sponsorship by legitimate authority (e.g. university Make the task appear important or gov’t sponsored vs marketing research) Personalized cover letters on letterhead paper Professional looking questionnaire Something useful will be done with results Dillman’s Five Needed Elements for High Response Rates 1. 2. 3. 4. 5. Respondent friendly questionnaire Up to 5 (varied) contacts Inclusion of stamped return envelopes Personalized correspondence Token financial incentive Respondent Friendly Questionnaire Easy to understand questions Well ordered Easy to follow layout Overall appearance Writing Questions Develop questions that every potential respondent will: Interpret the same way (and the same way as the investigators) Be able to respond accurately Be willing to answer Dillman’s examples of things to do when writing questions Use simple words Do not be vague Keep it short Avoid being too specific Do not talk down to respondents Avoid bias Avoid objectionable questions Etc. However, many of the above can be contradictory! Things to do…. Use equal numbers of pos and neg categories Distinguish between undecided and neutral Create mutually exclusive response categories Avoid double-barrelled questions Provide appropriate time referents Etc. …… See Dillman, Choi (and others) for many other things that should and should not be done when writing questions Questionnaire Construction Respondent friendly questionnaire design Will improve response rates (and response rates among those least likely to respond) Reduces measurement error (e.g. prevents items or answer categories from being missed) Issues to consider: Questionnaire format Question order Appearance of individual questions Front and back covers Questionnaire Format Booklet format is recommended Handled more or less automatically without error People are familiar with them See Dillman for design issues and rationale Ordering Questions A questionnaire is like a conversation Choose the first question carefully apply to everyone be easy be interesting be connected to the study purpose Needs to be a logical flow Group questions with similar content Should Should Should Should Sections with “transition statements” More salient to least salient Objectionable questions near end……. Appearance of Questions Respondents should see and understand every word of every question Font, font size, bold, italics can ease the task of understanding and responding Place instructions where needed If combining questions with same answer categories – do it carefully Number questions consecutively More space between questions than subcomponents List answer categories vertically (one column) Etc…….. Front Cover Opportunity to motivate and increase response rates Title (short and simple) Neutral graphic Name and address of study sponsor Extension of cover letter (well known and legitimate source) St. Joseph’s Lifecare Centre 2007 FAMILY MEMBER SATISFACTION WITH CARE SURVEY The purpose of this survey is to collect information that will be used to help improve care and services provided for your loved one at the St. Joseph’s Lifecare Centre. Your participation is voluntary and all information will remain confidential. Answers will be pooled together so that no individual response can be identified. With this in mind, we are interested in your honest opinion, whether it be negative or positive. If you wish to comment on any question, please feel free to use the space in the margins. Your comments will be read and taken into account. Thank you in advance for your participation. Working together to enhance the quality of life by providing love, care, and dignity St. Joseph’s Lifecare Centre 99 Wayne Gretzky Parkway, Suite 105 Brantford, Ontario N3S 6T6 Attention: St. Joseph’s Health System Research Network Back Cover Keep it simple Invitation to make additional comments (chance for people to vent) Thank you Lots of “white space” Avoid questions on back cover Last few questions tend to be the most objectionable (e.g. income) Pretesting Review by knowledgeable colleagues Content validity (included all necessary questions; exclude unneeded questions; appropriate response categories….) Diverse expertise (content + methodology) Potential survey respondents All words understood All questions interpreted the same All inclusive list of response categories Mailout package create a positive attitude etc…. Pilot Testing Revise questionnaire and then pilot test all proposed procedures Examine response rates, item nonresponse, variable distributions Make revisions based on findings Then, have someone “fresh” that can review the questionnaire one last time Questionnaire design is much more complex and takes much longer than most people expect Mail Survey Implementation Questionnaire design is only 1 part of a well designed survey It is not the main determinant of high response rates Survey implementation procedures collectively have a greater influence on response rates Dillman Recommends 5 Contacts Multiple, varied contacts are essential 1. Prenotice (advance notification) letter 2. Questionnaire mailout (package) 3. Thank you postcard (thank you / reminder letter) 4. Replacement questionnaire (package) 5. Final (special) contact Prenotice Letter (First Contact) Notice to expect a request to participate in an important study (all letters - low education level) Brief, personalized, positively worded Should build anticipation Courtesy (people like to be told ahead of time) Mention incentive Mailed (first class) a few days to week before questionnaire Prenotice Letter Letterhead paper (helps to legitimize survey) Actual Date / Respondent name and address / Dear… What will happen (you should receive a questionnaire) What it is about (brief description + sponsor) Usefulness of survey (how it will help) Thank you Real signature + title and affiliations P.S. Incentive notice (if one is to be offered) Advance Notification Letter (on Letterhead Paper) Insert Mailing Date Insert Caregiver’s Name Insert Caregiver’s Address Dear Insert Caregiver’s Name: I am writing to request your participation in a study to measure family member satisfaction with care at the [facility name]. The study will collect information that will be used to help improve care and services provided at the [facility name]. Your participation is voluntary and involves completing a questionnaire that will be mailed to you in the next week or so. The questionnaire will take about 5 to 10 minutes to complete. Although your help is essential to the study’s success, you are under no obligation to complete this survey and your nonparticipation will in no way affect the care of your family member at the [facility name]. I am writing in advance because many people appreciate being advised that a research study is in process. If you have any questions or concerns regarding this study, please let me know. Thank you in advance for your help and participation. Sincerely, Administrator’s Name Questionnaire Mailout (Second Contact) Sent a few days to 1 week after prenotice Includes: Cover letter Questionnaire (with an ID#) Token of appreciation ($, TH coupons, pen etc.) One of the best ways to increase response Should accompany questionnaire vs afterwards Return postage paid envelope (with stamps) Cover Letter 1 page on letterhead paper Exact mailing date / Name & address / Dear… Specifically written to the person vs a form letter What this letter is about (your request) Why were you selected (and how) Usefulness of survey (how this will help) Confidentiality ID# on questionnaire (don’t hide it) Voluntary (if refuse ask for reason) Cover Letter Cont’d Enclosures (stamped return envelope + token) Who to contact with questions (accessibility) Thank you for helping with this important study Real signature (contrasting ink – pressed) Postscript (thanks again - token) Cover Letter (on Letterhead Paper) Insert Mailing Date Insert Caregiver’s Name Insert Caregiver’s Address Dear Insert Caregiver’s Name: About a week ago I mailed you a letter saying that you would be receiving a questionnaire about family member satisfaction with care at the [facility name]. Enclosed you will find the questionnaire and a postage-paid return envelope. The information collected will be used to help improve care and services provided at the [facility name]. Your participation is voluntary. Your questionnaire will be treated confidentially. Your name will never be placed on the questionnaire or appear in the study results. You will notice an identification number on the front cover of the questionnaire. This number is used for mailing purposes so that we may check your name off the mailing list when your questionnaire is returned. Although your help is essential to the study’s success, you are under no obligation to complete this survey and your nonparticipation will in no way affect the care of your family member at the [facility name]. Please answer all of the questions and return the questionnaire as soon as possible. We are interested in your honest opinion, whether it be negative or positive. Thank you for your participation and help. If you would like a copy of the study results, please let me know. I would be happy to answer any questions you have about the survey. Sincerely, Adminstrator’s name Assembling and Mailing Attention to detail Questionnaire ID# matches the name on letter and mailing label Everything is included Dillman “stuffing procedure” to ensure that none of the contents are left in the envelope Larger outgoing envelope (avoid folding) 1st class mail Select mailout time (avoid major holidays) and day Thank you / Reminder (Third Contact) Mail 1 week after questionnaire Thank you / reminder post card (or letter) Objective is to jog memories Very short Thanks those who completed and returned Reminds others to “please do so today” Statement of how important each recipient is to the success of the study If you didn’t receive it, call and one will be sent Signature Thank you / reminder letter (on Letterhead Paper) Insert Mailing Date Insert Caregiver’s Name Insert Caregiver’s Address Dear Insert Caregiver’s Name: About a week ago you were sent a questionnaire about family member satisfaction with care at the [facility name]. If you have already completed and returned the survey, please accept my sincere thanks. If not, would you please do so today. In order that the results will truly represent the opinions of all family members, it is important that each questionnaire be completed and returned. Only through your help can the success of this study be ensured. If by some chance you did not receive the questionnaire, or it has been misplaced, please call me at [phone number] and you will be mailed another one today. Thank you for your help. Sincerely, Administrator’s name First Replacement Questionnaire (Fourth Contact) Send 2 weeks after thank you / reminder Only sent to non responders (need to track) Cover letter - more persuasive/insisting tone Questionnaire not yet received Others have responded/importance to study (representative) Not eligible? (return questionnaire) Confidential / voluntary (still return it unanswered) Note of appreciation Personally signed / P.S. (any questions) Replacement questionnaire (with ID#) Return postage paid envelope - but no token Follow-up Letter (on Letterhead Paper) Insert Mailing Date Insert Caregiver’s Name Insert Caregiver’s Address Dear Insert Caregiver’s Name: About 3 weeks ago, you were sent a letter and questionnaire about family member satisfaction with care at the [facility name]. As of today, we have not yet received your completed questionnaire. I am writing to you again because of the importance each questionnaire has to the usefulness of this study. In order for the results of this survey to be truly valuable, it is important that each questionnaire be completed and returned. In the event that your questionnaire has been misplaced, I have enclosed a replacement for you. Your cooperation is greatly appreciated. Sincerely, Administrator’s name Special Contact (Fifth Contact) 4 weeks later to non respondents [PK 2 wks] Impact is due to a different “special” method which shows respondent & study are important Telephone call (encourage/send new one/complete) Registered mail (requires signature) Special delivery Courier More expensive follow-up “New” cover letter, questionnaire (ID#), postage paid envelope Survey Error (Dillman) Sampling error Coverage error Occurs when list does not include everyone Measurement error Precision is limited by the number surveyed Results from poor wording and construction Nonresponse error When significant numbers don’t respond Example Readings for Other Ideas Increasing Response Rates to Postal Questionnaires (Edwards et al. 2002) Systematic review of RCTs 292 RCTs reviewed 75 strategies for influencing response A Catalog of Biases in Questionnaires (Choi and Pak, 2005) Identified 48 common types of bias Categorized into 3 main sources of bias Question design Questionnaire design Questionnaire administration Problems/Issues Undelivered questionnaires People move/incomplete address or errors Attempt to correct problems and resend Handling respondent questions New mail out dates – additional work Should attempt to answer all questions Should anticipate questions (e.g. ID#, no proxies…) Thank them for asking Evaluating early returns Identify problems (e.g. printing, item response, certain questions causing problems….) Final Note About Mail Survey Response Rates Mail surveys often criticized for low response Example Response Rates (PK using “Dillman approach”) Surveys of physicians Surveys of other health professionals Physician Survey (elder abuse) 65% Physician Survey (pneumonia) 77% LTC Medical Director Survey 61% LTC Director of Care Survey 76% Canadian Optometrist Survey 90% Other “general population” health surveys Contact Lens Use Survey 93% LTC Family Member Satisfaction Surveys (80-86%)