Survey Methods & Design - lec 4
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Questions and Answers

Which of the following is an advantage of computer-administered surveys?

  • They guarantee a 100% response rate.
  • Automatic data input and collection. (correct)
  • They completely eliminate the need for statistical analysis.
  • They are always cheaper than person-administered surveys.

Self-administered surveys completely eliminate self-selection bias.

False (B)

What type of survey involves an interviewer reading questions to the respondent and recording the answers, either face-to-face or over the phone?

Person-administered

A disadvantage of self-administered surveys is that the questionnaire must be 'perfect' due to high ______ requirements.

<p>questionnaire</p> Signup and view all the answers

Match the survey type with its corresponding characteristic:

<p>Person-administered = Involves an interviewer reading questions Computer-administered = Utilizes technology for posing questions Self-administered = Respondents complete the survey on their own</p> Signup and view all the answers

Which of the following most accurately describes 'interview evaluation effects'?

<p>Bias introduced due to the interviewer's presence or characteristics. (B)</p> Signup and view all the answers

A low response rate invariably means that the survey results are not representative of the population.

<p>False (B)</p> Signup and view all the answers

Insanely difficult: Briefly explain how the topic of a survey could impact the response rate and potentially introduce bias into the results.

<p>The topic's sensitivity and relevance to individuals influences their willingness to participate. Sensitive topics may deter some, leading to underrepresentation of those with negative experiences. Highly relevant topics may over-engage specific groups, skewing results.</p> Signup and view all the answers

Which of the following is the primary goal of warm-up questions in a survey?

<p>To encourage respondent engagement and demonstrate survey ease. (B)</p> Signup and view all the answers

Poorly organized questionnaires can lead to respondents discontinuing the survey.

<p>True (A)</p> Signup and view all the answers

What is the primary purpose of classification or demographic questions in a survey?

<p>to classify respondents into groups for analysis</p> Signup and view all the answers

The ability of a question's wording or format to influence respondents' answers is known as question ______.

<p>bias</p> Signup and view all the answers

Match the concepts with their descriptions:

<p>Questionnaire Design = Researcher determines question format, wording, and organizes the layout of the questionnaire Questionnaire Organization = Sequence of questions designed to encourage and not frustrate respondents Questionnaire Development = Selecting response formats and wording questions to be understandable, unambiguous, and unbiased</p> Signup and view all the answers

What is the primary purpose of using a Likert scale in market research?

<p>To assess the intensity of agreement or disagreement with a set of statements. (D)</p> Signup and view all the answers

Semantic differential scales use a sequence of bipolar adjectives to gauge respondents' impressions of an object's properties.

<p>True (A)</p> Signup and view all the answers

What type of market segmentation is best supported using lifestyle inventories?

<p>psychographic</p> Signup and view all the answers

The ______ effect can bias responses on specific properties due to an overall liking or disliking of an object.

<p>halo</p> Signup and view all the answers

Match the scale type with its data collection output:

<p>Ratio Scale = Likelihood of brand choice (in percent) Likert Scale = Degree of agreement or disagreement Semantic Differential Scale = Impression on a continuum between bipolar adjectives</p> Signup and view all the answers

Which of the following scales is MOST likely to be affected by the 'halo effect'?

<p>A semantic differential scale evaluating a brand's attributes. (A)</p> Signup and view all the answers

A researcher wants to understand not only how much a consumer likes a product, but also the intensity of their feelings. Which scale would be MOST appropriate?

<p>Likert scale (D)</p> Signup and view all the answers

How could researchers mitigate the 'halo effect' in their studies?

<p>randomization</p> Signup and view all the answers

Mixed-mode surveys always eliminate the potential for response bias.

<p>False (B)</p> Signup and view all the answers

Which type of measure uses labels exclusively?

<p>Nominal (A)</p> Signup and view all the answers

What is a key difference observed between online and phone surveys regarding the expression of opinions, as highlighted in the Pew study?

<p>Online surveys tend to elicit more negative responses compared to phone surveys.</p> Signup and view all the answers

Properties that are not directly observable, such as attitudes and opinions, are known as ______ properties.

<p>subjective</p> Signup and view all the answers

Which of the following scales has an implicit equal distance between levels, but no true zero point?

<p>Interval (B)</p> Signup and view all the answers

Match each survey question type with the appropriate level of measurement:

<p>Ranking preferences from most to least favorite = Ordinal Rating customer service on a scale of 1-10 = Interval Selecting a preferred smartphone brand from a list = Nominal</p> Signup and view all the answers

When designing a survey, what process involves creating questions and response formats specifically to measure subjective properties?

<p>Scale development (C)</p> Signup and view all the answers

Insanely Difficult: Explain a hypothetical scenario where combining both online and telephone survey methods could introduce a unique bias not present in either method alone. What statistical adjustment could potentially mitigate this?

<p>Combining online surveys (which might skew towards younger, tech-savvy demographics) with telephone surveys (potentially over-representing older individuals) could create a bias where generational opinions are disproportionately weighted. To combat this, one might apply a post-stratification weighting adjustment, ensuring the sample's age distribution aligns with known population parameters from census data.</p> Signup and view all the answers

What is the primary purpose of screening questions in a survey?

<p>To filter out respondents who do not meet the eligibility criteria for the study. (A)</p> Signup and view all the answers

Transition questions are used to gather sensitive information from respondents.

<p>False (B)</p> Signup and view all the answers

What is the primary purpose of using a veiled report in surveys, as described in the content?

<p>To protect the privacy of survey participants when asking sensitive questions. (A)</p> Signup and view all the answers

Why should 'tough' questions be used sparingly in a survey?

<p>They can discourage respondents</p> Signup and view all the answers

In a direct report, respondents are asked to answer sensitive questions indirectly through a series of other statements.

<p>False (B)</p> Signup and view all the answers

A poorly organized questionnaire can ______ and frustrate respondents.

<p>discourage</p> Signup and view all the answers

Match the type of question to its typical placement in a survey:

<p>Warm-up questions = First Question(s) Classification/Demographic Questions = Right after first type Questions Transition Questions = Middle or towards end of survey Tough Questions = Last Question(s)</p> Signup and view all the answers

In the context of veiled reports, what does $N_D$ represent?

<p>the average response to the question of how many of the statements apply to you on the direct report</p> Signup and view all the answers

The estimated percentage of people who floss at least once a week, using veiled reports, is calculated as $N_V$ ______ $N_D$.

<ul> <li></li> </ul> Signup and view all the answers

Which of the following best describes question bias in questionnaire design?

<p>The influence of a question's wording or format on respondents' answers. (A)</p> Signup and view all the answers

Match the type of survey report with its description.

<p>Direct Report = Asks sensitive questions directly. Veiled Report = Indirectly gathers data related to a sensitive question.</p> Signup and view all the answers

A researcher wants to determine the average amount spent by customers at a coffee shop each week. Which question is least likely to introduce bias?

<p>On average, how much do you spend at our coffee shop each week? (D)</p> Signup and view all the answers

Which of the following is an example of a question that might benefit from being asked using a veiled report?

<p>Do you floss at least once a week? (D)</p> Signup and view all the answers

Insanely difficult question: Explain, in detail, how the ordering of questions in a questionnaire can impact not only response rates but also the quality and validity of the data collected. Include an example of a specific type of question and how its placement can either enhance or detract from the overall research objectives.

<p>Question order impacts respondent engagement and data validity. Starting with engaging questions maintains interest, while sensitive questions are better placed later to build trust. For instance, demographic questions at the start can prime respondents, influencing subsequent answers. Strategic placement maximizes participation and data accuracy.</p> Signup and view all the answers

Insanely Difficult: What would a negative result from the calculation $N_V - N_D$ suggest about the sample population?

<p>The sample population probably does not floss often. (A)</p> Signup and view all the answers

Insanely Difficult: Veiled reports completely eliminate response bias in surveys.

<p>False (B)</p> Signup and view all the answers

Flashcards

Survey

A method involving questionnaires to gather information from a sample of respondents.

Person-administered survey

Surveys where an interviewer asks questions and records answers, either in person or by phone.

Computer-administered survey

Surveys using tech to pose questions and record responses.

Self-administered survey

Surveys completed by respondents themselves without an interviewer present.

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Self-selection bias

Discrepancies between respondents and non-respondents that affect sample representativeness.

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Interviewer evaluation effects

The possibility that respondents might alter their answers because they are speaking to an interviewer.

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Computer-literate respondents

People who are good with computers, confident in answering the questions accurately and quickly.

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Nonresponse

In survey research, a failure to obtain participation from some sampled individuals.

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Questionnaire Design

The process of deciding question format, wording, and layout.

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Questionnaire Organization

The sequence of questions in a survey, organized to encourage completion.

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Questionnaire Development

Choosing response formats and using clear, unbiased wording.

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Warm-up Questions

Simple, easy questions to engage respondents at the beginning of a survey.

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Classification/Demographic Questions

Questions used to categorize respondents for analysis (e.g., age, gender).

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Mixed-Mode Surveys

Using multiple survey methods (e.g., online and telephone) to reach a broader audience and mitigate the weaknesses of each individual method.

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Mode Effects

Differences in survey responses based on how the survey is administered (e.g., online vs. phone).

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Measurement

Determining the amount of a property possessed by an object or person.

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Objective Properties

Characteristics that can be directly verified (e.g., age, height).

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Subjective Properties

Mental constructs that cannot be directly observed (e.g., attitudes, opinions).

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Scale Development

Developing questions and response formats to quantify subjective properties.

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Nominal Scale

Categorical labels; numbers have no inherent meaning.

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Ordinal Scale

Responses can be placed in order, but the distance between them isn't defined.

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Ratio Scale

Estimates the likelihood of choosing a brand, often expressed as a percentage.

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Likert Scale

A scale where respondents indicate their agreement or disagreement with a series of statements.

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Psychographic Segmentation

Segmenting a market based on personality, interests, values, and lifestyles.

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Semantic Differential Scale

A scale using bipolar adjectives to assess perceptions of an object's properties.

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Halo Effect

Overall liking or disliking of an object biasing responses about specific properties.

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Polarizing Brands

Brands evoke strong positive and negative opinions.

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McDonald's Example

A way to understand people's perceptions of taste, service, and quality.

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Mitigating Halo Effect

Avoid the bias that general feelings can have on specific properties.

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Screening Questions

Questions used to exclude respondents who don't meet study criteria.

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Transitions (in surveys)

Statements that alert respondents of upcoming shifts in theme or layout.

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"Tough" Questions

Complex questions providing crucial information that's hard to get otherwise.

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Screening Questions (Placement)

At the start of a new section featuring a new topic or question format

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Question Bias

When a question's wording influences answers.

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Structured Question

A survey question that offers a limited set of specific choices as answers.

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Unstructured Question

A survey question where respondents provide answers in their own words.

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Veiled Reporting

A method to gather truthful answers on sensitive topics by concealing the direct answer.

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Direct Report Question

A direct survey question about owning an electric toothbrush, liking a specific toothpaste flavor, missing wisdom teeth, etc.

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Direct Report Average (ND)

Responses from a direct report, revealing how many statements apply to the respondent.

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Veiled Report Average (NV)

Average responses from a veiled report question where it helps determine sensitive question answers.

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Estimated Percentage Formula

Calculate the percentage by the difference between the average veiled response and the average direct response.

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Combined Question Technique

Adding a sensitive question to a list masks individual responses.

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Study Notes

  • The lecture is on survey methods, measurement, and questionnaires.
  • Next week's class will be online and focused on pilot surveys.
  • The Zoom link will be available on Quercus.
  • A midterm exam will occur in two weeks during class.
  • There are meeting dates in February to provide feedback on the current proposals.
  • These are 15-20 minute meetings.
  • It is possible to email to schedule 3 or more hour-long time slots.

Survey Methods

  • Surveys involve interviewing many respondents using a predesigned questionnaire.
  • Person-administered surveys involve an interviewer reading questions and recording answers face-to-face or over the phone.
  • Computer-administered surveys use technology to pose questions and record responses.
  • Popular online survey sites are Qualtrics, Survey Monkey, Google Forms, and MS Forms.
  • Self-administered surveys involve respondents completing the survey on their own
  • Mixed-mode surveys use a combination of methods.

Person-Administered Surveys

  • Advantages include feedback/adaptability, rapport, quality control, and relatively good response rates.
  • Disadvantages include human error proneness, control of "interviewer effects" that may depend on interviewer.
  • Other disadvantages include high cost and "interview evaluation".
  • "Interview Evaluation" is when subjects want to give the answer they believe is "correct" to the interviewer, which is a problem with sensitive topics.

Computer-Administered Surveys

  • Advantages include a breadth of user-friendly features and a quick, inexpensive study.
  • These also reduce interview evaluation effects and have automatic data input/collection.
  • Disadvantages include the need for computer-literate and/or internet-connected respondents, and potential cooperation issues.

Self-Administered Surveys

  • Advantages are reduced cost, respondent control over pacing, and no interview-evaluation apprehension.
  • Disadvantages are that nonresponse can exacerbate self-selection bias, with a lack of monitoring, and high questionnaire requirements.
  • Nonresponse can exacerbate self-selection bias with systematic differences between those who respond and those who don't, making the sample unrepresentative.

Mixed-Mode Surveys

  • Advantages include multiple benefits to achieve data collection goals.
  • A benefit is the potential to use online surveys to quickly reach part of the population.
  • It is also possible to reach those unreachable via online via telephone.
  • These can also alleviate problems associated with any one method.
  • Disadvantages include the possibility that "mode" will affect the response, and additional complexity.

Mode May Affect Response

  • Studies demonstrate phone and online surveys can yield different results.
  • Online survey responses may have more "negativity" than those in phone surveys.
  • Individuals surveyed over the phone are more likely to state they're "very satisfied" with family and social life, and less likely to express "very unfavorable" views of politicians.

Measurement

  • Measurement involves determining whether or how much of a property is possessed by an object.
  • Objective properties are physically verifiable like age, height, or bottles purchased.
  • Subjective properties are mental constructs not directly observable, such as attitudes, opinions, or intentions.
  • Subjective properties are usually translated onto an "intensity continuum".
  • Scale development designs questions and response formats to measure subjective properties.

Types of Measures

  • There are 4 types of measures: nominal, ordinal, scale, ratio and interval.
  • Nominal measures use only labels.
  • Ordinal measures are such that responses can be ranked.
  • Scale responses mean that the distance between levels is known.
  • Ratio responses involve when a true zero exists.
  • Interval responses mean that there are equal distances between levels (implicit).

Examples of the Types of Measures

  • How many years old are you would be Nominal.
  • Are you left-handed, right-handed, or ambidextrous would be Ordinal.
  • Ranking apples, oranges, and pears from most to least favorite would be Interval.
  • Rating customer service on a 1-10 scale with 1 being the worst and 10 being the best would be Ratio.

Smartphone Brand Preferences

  • Choosing which phone brand you like most is Nominal.
  • Raking four phone brands from 1 to 4, with 1 being most preferred and 4 being least preferred is Ordinal.
  • Indicating how much you like each brand from 1 to 5, where 1 is "don't like it at all" and 5 is "like it a lot" is Interval.
  • Indicating how likely you'd be to choose each brand if you were to buy a new phone, in percent, is Ratio.

Likert Scale

  • With Likert scales, respondents indicate their level of agreement or disagreement on a symmetric agree-disagree scale for each statement.
  • This is commonly used for lifestyle inventories.
  • Lifestyle inventories segment the market based on personality traits, interests, values, and lifestyles.

Semantic Differential Scales

  • Semantic differential scales feature a sequence of bipolar adjectives for an object's properties, so respondents indicate their impressions of each property on a continuum.
  • Halo effects occur when an overall like or dislike of the object can bias responses on its specific properties.

Questionnaire Design

  • Questionnaire design involves the question format, wording, and layout of questionnaire.
  • Questionnaire organization refers to the sequence of questions.
  • Poorly organized questionnaires discourage and may cause people to stop answering.
  • Questionnaire development selects response formats while wording to be understandable, unambiguous, and unbiased.
  • Minimized question bias is important to the design.

Types of Questions

  • Types of questions include warm-up, classification/demographic, screening, transitions, and "tough" questions.
  • Warm-up questions are simple, easy-to-answer questions used to get respondents interested to complete the rest of the survey.
  • Usually these can also provide information relevant to the objective using information like social media platforms, etc.
  • Warm-ups in person-administered surveys are verbalized and open-ended.
  • Classification/demographic questions classify to aid analysis using questions about age, gender, income, etc.
  • Screening questions "screen out" respondents who are not eligible with "eligibility" defined depending on the research objectives.
  • Transition questions inform the respondent of upcoming topic of format changes.
  • "Tough" questions are more complicated or harder to answer however they are relevant and address the objectives of research.
  • Tough questions would be crucial in an easier question.

Ordering of Questions

  • Warm-up questions should be asked first.
  • Classification/demographic questions should be right after warm-up questions.
  • Screening questions should be the start of a new section featuring a new topic or question format.
  • Transition questions should be asked in the middle or towards the end of the survey.
  • "Tough" questions should be asked last.

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Test your knowledge of survey methodologies, including administration types, potential biases, and questionnaire design. Questions cover advantages of computer surveys, interviewer effects, response rates, and the impact of survey topics.

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