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Systems thinking
Identifies underlying causes of complex problems for sustainable solutions
Potential cofounder
For example alcohol consumption may affect the relationship between smoking and liver disease
Closed-ended questions
Allow a limited number of responses and easier to statistically analyze (may not capture true opinions)
Open-ended questions
Allow unlimited responses and enable participants to explain, provide multiple answer, or express unanticipated views (take longer to answer, risk of irrelevant response, time consuming, harder to analyze)
Date and time questions
Calculate duration between events
Numeric questions
Gather numerical data
categorical questions
Questions answered by selecting the proper category
Dichotomous categorical response
Two category options (i.e yes or no)
Multiple options categorical response
Can have many category response choices
Anonymity
The condition of being unknown (important for surveys involving topics like illegal activities, or personal opinions)
Questionnare problems to avoid
Big words, undefined abbreviations, ambiguous, vagueness, double negatives, faulty assumptions, two in one, recall bias, sensitive, hypothetical, unspecific, overlapping answers, poor scale
Habituation
Error when participants become accustomed to giving the same response
Filter/contingency questions
Determines respondent eligibility for subsequent questions (i.e participants who have never used tobacco can skip questions about smoking habits)
Paper-based surveys
Provide clear, written instructions for skipping questions
Computer-based surveys
Use skip logic codes to automatically hide irrelevent questions based on filter question responses
Reliability (precision)
Consistent answers to similar questions (same outcome when an assessment is repeated)
Validity (accuracy)
Responses or measurements are correct and accurately reflect what is intended to measure
Internal consistency
Items in a survey measure different aspects of the same concept
Stability
Some surveys repeat questions or ask similar ones to confirm participant responses
Validity in surveys
Content, face, construct, convergent, discriminant, and criterion validity
Back translation
Translating material to a foreign language and then back to the original language to compare discrepancies in meaning
Independent translation
Two translators independently translate the survey and a consensus process is then used to ensure clarity and accuracy of meanings.