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UESTION 1 RESEARCH DESIGN
创建日期：2024-04-03 18:12:03
所属分类：统计学statistics
标签： UESTION 1
RESEARCH DESIGN

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QUESTION 1: RESEARCH DESIGN, MEASUREMENT, SCALING & SAMPLING (total: 21 points)

An advertising agency wants to know who is watching TV when so they know when to air certain
commercials. The agency is interested in both the amount of time someone watches and the type of
shows someone watches. The agency wants to get information on age, gender and income.
Additionally the advertising agency wants to get information on whether someone lives in the city or
in more rural areas. The reason for the latter variable is that they think that people in rural areas watch
more television, because they have less alternative activities (e.g. going out).

1a. What type of research do you advise the advertising agency to conduct: exploratory research,
descriptive research, or causal research? Please motivate your answer (5 points)

Answer:
Motivation:

1b. The advertising agency decides to develop a questionnaire. To ask the age of the respondents the
agency uses the following question and scale:

How old are you?: <18 18-25 25-40 40-65 >65

Explain that the scale is ordinal. And give an example of an interval and ratio version of this question.
(4 points)

Motivation ordinal:
Interval version:

Ratio version:

1c. To ask about the type of shows the respondents watch the agency includes the following question:

I mainly watch television for news and knowledge enhancement:
Strongly disagree Disagree Neither agree/disagree Agree Strongly Agree

Is this a comparative or non-comparative scale? What is the measurement level of this scale? Give
arguments. Additionally, indicate two problems of the formulation of the question. How would you
improve this? (6 points)

Type of scale:
Measurement level + motivation:
What is wrong with question formulation?:
How would you improve the stem:

1d. The agency gets the opportunity to take a sample of actual household viewing data from a
television provider. The provider has lists of households per region. The regions are formed based on
the television towers that are used to send the signal. The geographical size of each region differs as
the coverage of a television tower is based on the number of households that it caters to. Explain how
cluster and stratified sampling would work based on the regions. Based on the belief that the
advertising agency has that people in the cities have different viewing patterns than in rural areas,
which one would you recommend. Motivate your answer. (6 points)
Cluster sampling:
Stratified sampling:
Preferred sampling + motivation:
QUESTION 2: HYPOTHESIS TESTING (total: 13 points)
A bank asks a panel of respondents across three countries for their motivation to use the option of
mobile banking. The questionnaire consists of several multi-item scales. From these the bank creates
three new variables that are called after their underlying construct: IntrinsicMotivation,
PerceivedHurdles and ExternalMotivation
2a. The bank wants to know if respondents of the three countries (UK, Sweden and Spain) have
different intrinsic motivation. The bank does an One-Way ANOVA. Please interpret the output below.
Assume that α = 0.05. Be as precise as possible. (5 points)
Conclusion + interpretation on ANOVA:
2b.The bank also thinks that males care more about what others think, and that this affects their
external motivation. Formulate the null and alternative hypothesis. Please interpret the output below.
In your answer, you should address the means of both groups, the Levene’s test, and the t-test.
Assume that α = 0.05. Be as precise as possible. (8 points)

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关键词一 关键词二 关键词三 关键词四 关键词五 和法规和的发更好的风格和 ECON 615 FINC 612 CSC148 COMP 639 ACCT 203 ACCT 211 PSYC 101 MTH2009 COMP52315 PSYCO 432 statistics MATH4063 11 xxx 1 MA1MSP MAST30028 MATH3888 CS341 EEE30002 ES2F5 MCD4160 CC0933 ECON 1101 MCHM3001 CHEM3118 COMMGMT 2511 COMP41280 STAT 631 24T1 IRE379 SENG365 ECON433 FIT3139 MATH4602 LING5621M FINS5516 ECON3208 MN2177 L2 SM EEET1415 Finance DS4023 COMP3004 7CCSMRTS K1S5B6 Stat230 CSCI4211 CSI2132 ECON30130 MAS6100 ENVS222 COM2107 INFO1112 STAT 4004 FIT2100 comp2022 COMP4691 Physics 307 Econ 659 probability CSCI316 fir29 CSCI203 COMP3160 COMP6714 INFO1113 Physics 7B Physics Photonics S203031 STAT2005 COMP90015 CSCI 2110 CSCC46 Information CSC477 COMP4650 Statistical COMP 346 COMP1017 ELEC340 MATH1007 Programming function STAT 244 CS 134 Java cse13s Math 108A FW20 ECON3389 CSE 130 Science 331 COMP9020 engineering COSC 445 CSE 5523 GAME2012 visualization MATH 235 Math 370 CSC343 COGS 108 EE524 COMP10200 STAT 416 3FK4 MSCI 311 ECON6113 ACC40700 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