Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

A study aims to empirically measure the distinctive characteristics of customers who did and did not order food through Online Food Delivery services (OFDs) during

A study aims to empirically measure the distinctive characteristics of customers who did and did not order food through Online Food Delivery services (OFDs) during the COVID-19 outbreak in India. Data are collected from 462 OFDs customers. In the study, whether or not the respondents ordered food through online food delivery services (OFDs) during the COVID-19 outbreak was taken as the dependent variable (0- do not order; 1-ordered); Age of the respondents, frequency of purchase of OFDs before the nationwide lockdown, respondents' perceived threat about COVID-19 through OFDs, perceived benefits of OFDs and respondents' level of product involvement about OFDs were taken to be the predictor variables [1]. Some of the results of logistic regression are given below:

Predictor

Coefficient Estimate

Standard Error

Wald Test Statistic

p-value

Age

0.016

0.018

0.353

Purchase Frequency

0.447

0.048

87.639

0.000

Perceived Threat

-0.031

0.005

32.952

0.000

Perceived Benefit

0.275

0.138

3.974

Product Involvement

0.297

0.147

4.064

0.044

1. Find the p-value for "Perceived Benefit" coefficient. Is the estimate statistically significant when =5%? Show your work to get a full mark. (Do not use any software or p-value calculators) (5 points)

2. Find the Estimated odds ratio for "Purchase Frequency" and interpret withing the context. Show your work to get a full mark. (10 points)

3. Find the 95% Confidence interval for the odds ratio for "Purchase Frequency". Interpret within the context. Show your work to get a full mark. (10 points)

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Fundamentals Of Business Mathematics In Canada

Authors: F. Ernest Jerome, Jackie Shemko

3rd Edition

1259370151, 978-1259370151

More Books

Students also viewed these Mathematics questions

Question

Briefly explain at least five different ways of assessing truth.

Answered: 1 week ago