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SPSS analysis and results writing

I'm researching how your performance in crowdfunding affects subsequent success, learning, and optimism. I need someone to conduct the SPSS analysis and write down most interesting findings (or lack thereof). No need for interpretation, I will write the discussion and implications then afterwards.

For the three hypothesis, the variables are as follows:

H1: The relationship between crowdfunding performance and subsequent crowdfunding success follows a concave down relationship, with maximum at moderate success

DV: subsequent success, coded "1" if the subsequent campaign was a success (percentage over 100) and "0" for failure

IV: percentage reached of campaign goal

H2: The relationship between crowdfunding performance and subsequent learning follows a concave down relationship, with maximum value at moderate failure.

DV: subsequent learning. I've coded learning on a scale of 0 to 7, no reason to go into more detail.

IV: percentage reached of campaign goal

H3a: The larger the percentage achieved of the campaign goal, the higher the chance of optimism in goal setting for the subsequent campaign

DV: optimism in goal setting. Coded "1" if the subsequent goal is optimistic, "0" if not.

IV: percentage reached of campaign goal

H3b: The larger the percentage achieved of the campaign goal, the higher the chance of optimism in duration setting for the subsequent campaign

DV: optimism in duration setting. Coded "1" if the subsequent campaign duration is optimistic, "0" if not.

IV: percentage reached of campaign goal

I know I should probably run binary logistic regression and ordinal logistic regression, but don't know how to test my hypothesis, as they expect a nonlinear relationship in the regression. I've coded additional variables for different levels of success/failure both as separate dummies as well as one ordinal variable. But I have no idea how to use them.

Below is a link to the data for you to take a look. I've highlighted the variables that matter. ProjectNumber is the control variable in each hypothesis, which signifies how many campaigns the creator has run before.

[url removed, login to view]

Let me know if you'd like to take the job.

Best,

Joonas

Færdigheder: SPSS Statistics

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Projekt-ID: #14775393

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