AVI/Psych 358/IE 340: Human Factors Data Gathering October 3, 2008.

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Presentation transcript:

AVI/Psych 358/IE 340: Human Factors Data Gathering October 3, 2008

2 Admin  Quiz on Monday  Interfaces and Interaction  If you are taking the Quiz on Tuesday  Send to Laura by Sunday  Between 1 – 2 (2414 Beckman)  Trip to Clinton Power Plant  Next Wednesday (October 8 th )  Meet at Wright Street Entrance to Beckman at 2:15  Sign up sheet

3 Overview (1/2)  Four key issues of data gathering  Data recording  Observation  Questionnaires

4 Overview (2/2)  Interviews  Ethnography  Choosing and combining techniques

5 Four key issues 1.Setting goals –Decide how to analyze data once collected 2.Relationship with participants –Clear and professional –Informed consent when appropriate

6 Four key issues 3. Triangulation –Use more than one approach 4. Pilot studies –Small trial of main study

7 Data recording Notes, audio, video, photographs Notes plus photographs Audio plus photographs Video

8 Observation Direct observation in the field –Structuring frameworks –Degree of participation (insider or outsider) Direct observation in controlled environments Indirect observation: tracking users’ activities –Diaries –Interaction logging

9 Structuring frameworks to guide observation - The person. Who? - The place. Where? - The thing. What? - Who is present? - What is their role? - What is happening? - When does the activity occur? - Where is it happening? - Why is it happening? - How is the activity organized?

10 Direct observation in a controlled setting Think-aloud technique Indirect observation Diaries Interaction logs

11 Questionnaires Questions can be closed or open Closed questions are easier to analyze, and may be done on the computer Can be administered to large populations Paper, and the web used for dissemination Sampling can be a problem when the size of a population is unknown as is common online

12 Questionnaire design The impact of a question can be influenced by question order. –Do you need different versions of the questionnaire for different populations? Provide clear instructions on how to complete the questionnaire. Strike a balance between using white space and keeping the questionnaire compact. Decide on whether phrases will all be positive, all negative or mixed.

13 Question and response format ‘Yes’ and ‘No’ checkboxes Checkboxes that offer many options Rating scales –Likert scales –semantic scales –3, 5, 7 or more points? Open-ended responses

14 Encouraging a good response (1/2) Make sure purpose of study is clear Promise anonymity Ensure questionnaire is well designed Offer a short version for those who do not have time to complete a long questionnaire

15 Encouraging a good response (2/2) If mailed, include a stamped addressed envelope Follow-up with s, phone calls, letters Provide an incentive 40% response rate is high, 20% is often acceptable

16 Advantages of online questionnaires  Responses are usually received quickly  Data can be collected in database for analysis  Time required for data analysis is reduced  Errors can be corrected easily

17 Problems with online questionnaires  Sampling is problematic if population size is unknown  Preventing individuals from responding more than once  Individuals have also been known to change questions in questionnaires

18 Questionnaire activity  Goal of study  To understand how college age students use Facebook  Data gathering technique  Online questionnaire  How to do it  Consider target user group as college age students  Questionnaire should contain following categories of questions:  Background of users (age group, computer use, internet use)  How do they use it now  Do they find Facebook useful for their tasks  What are the problems  How can it be improved

19 Interviews (1/2) Unstructured - are not directed by a script. Rich but not replicable. Structured - are tightly scripted, often like a questionnaire. Replicable but may lack richness.

20 Interviews (2/2) Semi-structured - guided by a script but interesting issues can be explored in more depth. Can provide a good balance between richness and replicability.

21 Interview questions Two types: − ‘closed questions’ have a predetermined answer format, e.g., ‘yes’ or ‘no’ − ‘open questions’ do not have a predetermined format

22 Closed questions Easier to analyze  Avoid: − Long questions − Compound sentences - split them into two − Jargon and language that the interviewee may not understand − Leading questions that make assumptions e.g., why do you like …? − Unconscious biases e.g., gender stereotypes

23 Running the interview (1/2) Introduction – introduce yourself, explain the goals of the interview, reassure about the ethical issues, ask to record, present any informed consent form. Warm-up – make first questions easy and non-threatening.

24 Running the interview (2/2) Main body – present questions in a logical order A cool-off period – include a few easy questions to defuse tension at the end Closure – thank interviewee, signal the end, e.g., switch recorder off.

25 Enriching the interview process Props - devices for prompting interviewee, e.g., a prototype, scenario Focus groups

26 Interview in-class activity (1/2)  Organize yourselves into dyads  Interviewer  Interviewee  Data collection technique: Hand-written notes based on semi- structured interview questions

27 Interview in-class activity (2/2) 1.How do you use the IST website? 2.Do you find the website useful for your tasks? 3.How do you think the website can be improved?