Analyse the demographic characteristics of the respondents. Create relevant chats to present your findings.
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Practice Problems

Analyse the demographic characteristics of the respondents. Create relevant chats to present your findings.

Task description

Scenario

Uber, a ridesharing service company has recently entered the Nepalese market, and its service has been received by some people. Like any product or service, customers’ adoption and usage are essential for the survival of the firm. Thus, like any other services, there might many factors that have influenced riders to adopt and use Uber services. However, from the existing literature, empirical studieson factors determining ridesharing service adoption is scarce, especially in emerging economies. Thus, a study is being conducted to address this gap in the literature. The social exchange theory forms the basis of the study. The researcher designed the research model shown in figure 1 and developed hypotheses H1-H5(see below the research model). Based on the research model shown in figure 1, data was collected from some Uber riders in Nepal. The data is available in Exo (see Week 12 folder). 


Hypotheses(H)

H1: Consumer need for prestige has a positive effect on riders’ continuous usage intentions

H2: Trust has a positive effect on riders’ continuous usage intentions

H3: Customer return investment has a positive effect on riders’ continuous usage intentions

H4: Convenience has a positive effect on riders’ continuous usage intentions

H5: Search benefit has a positive effect on riders’ continuous usage intentions

Consumer need for prestige

Riders continuous use

Intentions

Trust

Customer return on

investment

Convenience

Search benefit

Task

1. Clean the data- outliers and missing values

2. Analyse the demographic characteristics of the respondents. Create relevant chats to present your findings.

3. Normality and distribution of data – perform a descriptive analysis (mean and Hy SD of the items) and test normality (skewness and kurtosis for all items)

4. Preliminary analysis- test the following:

a. Reliability (Cronbach alpha and CR)

b. convergent validity (factor loading and AVE).

c. discriminant validity (using correlation and square root of the AVEs)

5. Hypotheses testing: run a multiple regression to test the hypotheses (H1-H5).

6. Interpretation of findings: interpret the results from each of the analyses you have performed (steps 2 to 5)

Dataset_A3 (8).sav

Hint
BusinessStep 2: Demographic CharacteristicsOf 500 participants, 5 didn’t provide their information about their gender. Among the remaining 495 participants, 267 were males and 227 were females. Overall, there were 54% of the population represented males and 45% represented females.Table 1: Gender FrequencyPercentMale26753.4Female22745.4221.2Total49599.0Missing System51.0Total500100.0 ...

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