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1 Asking Good Questions Chapter 7, Student Edition © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. MR/Brown & Suter Learning Objectives 1. 2. 3. 4. 5. Define the term measurement as it is used in marketing research List the four scales (levels) of measurement Name some widely used attitude scaling techniques in marketing research List some other key decisions to be made when designing scales Explain the concept of validity as it relates to measuring instruments © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 2 MR/Brown & Suter Learning Objectives 1. 2. 3. 4. 5. Define the term measurement as it is used in marketing research List the four scales (levels) of measurement Name some widely used attitude scaling techniques in marketing research List some other key decisions to be made when designing scales Explain the concept of validity as it relates to measuring instruments © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 3 MR/Brown & Suter Learning Objective 1 Measurement Rules for assigning numbers to objects to represent quantities of attributes © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 4 MR/Brown & Suter Learning Objectives 1. 2. 3. 4. 5. Define the term measurement as it is used in marketing research List the four scales (levels) of measurement Name some widely used attitude scaling techniques in marketing research List some other key decisions to be made when designing scales Explain the concept of validity as it relates to measuring instruments © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 5 MR/Brown & Suter Learning Objective 2 Scale Basic Comparison Examples Average Ratio Comparison of Absolute Magnitudes Comparison of Intervals Order Identity Units Sold Income Geometric Mean Harmonic Mean Mean Median Mode Interval Comparison of Intervals Order Identity Customer Satisfaction Brand Attitude Mean Median Mode Ordinal Order Identity Brand Preference Income (in categories) Median Mode Nominal Identity Gender Brand Purchase (Yes/No) Mode © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 6 MR/Brown & Suter Learning Objective 2 Higher Ratio Level of Measurement Lower Data collected at higher levels can be represented at lower levels; however, data collected at lower levels cannot be represented at higher levels. Interval Ordinal Nominal © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 7 MR/Brown & Suter Learning Objectives 1. 2. 3. 4. 5. Define the term measurement as it is used in marketing research List the four scales (levels) of measurement Name some widely used attitude scaling techniques in marketing research List some other key decisions to be made when designing scales Explain the concept of validity as it relates to measuring instruments © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 8 MR/Brown & Suter Learning Objective 3 Summated-Rating (Likert) Scales Neither Agree Strongly Nor Disagree Disagree Disagree Agree Cover Girl mascara is long-lasting. Cover Girl mascara boosts lash volume. Cover Girl mascara smudges. Cover Girl mascara runs when wet. © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 9 MR/Brown & Suter Strongl y Agree Learning Objective 3 Cover Girl Mascara (Semantic-Differential Scales) Unreliable Reliable Inconvenient Convenient Expensive Inexpensive Undesirable Desirable © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 10 MR/Brown & Suter Learning Objectives 1. 2. 3. 4. 5. Define the term measurement as it is used in marketing research List the four scales (levels) of measurement Name some widely used attitude scaling techniques in marketing research List some other key decisions to be made when designing scales Explain the concept of validity as it relates to measuring instruments © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 11 MR/Brown & Suter Learning Objective 4 Number of Items in a Scale The four previous examples had four items (i.e., questions) each Could a global measure (e.g., an overall evaluation) have provided the same insight? What is your overall evaluation of Cover Girl mascara? Number of Scale Positions The Summated-Rating and Semantic-Differential examples had five scale positions each Would six have been better? Seven? © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 12 MR/Brown & Suter Learning Objective 4 Including a “Don’t Know” or “Not Applicable” Response Category If you are unfamiliar with Cover Girl mascara and its attributes, would the opportunity to state that these questions do not apply be helpful? Reverse Scaling The Summated-Rating example had two positively worded and two negatively worded items Positive: long-lasting, volume boosting Negative: smudges, runs when wet © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 13 MR/Brown & Suter Learning Objectives 1. 2. 3. 4. 5. Define the term measurement as it is used in marketing research List the four scales (levels) of measurement Name some widely used attitude scaling techniques in marketing research List some other key decisions to be made when designing scales Explain the concept of validity as it relates to measuring instruments © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 14 MR/Brown & Suter Learning Objective 5 Neither Reliable Nor Valid Reliable, but not Valid Both Reliable and Valid © 2012 Cengage Learning. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 15 MR/Brown & Suter