Quantitative Analysis #2 : 1 page memo
Deacon Food Cooperative (DFC) is a member-owned local business that conveniently provides fresh, natural grocery items of the highest quality and best value to its members.
Over the past few quarters, the board of directors for DFC has noticed a drop off in the average household amount spent on groceries each visit.
To better understand the current market, a direct mail survey was sent to the over 2,500 households within a 15 mile radius of DFC. The data from the respondents can be found in Deacon Food Cooperative.xlsx. Descriptions of the variables are provided below.
|
Variable Name |
Description |
|
Food Exp |
Average household amount spent on groceries each visit at any brick and mortar grocery store, in US dollars |
|
Shopping LH |
Likelihood of shopping at DFC; measured using a seven point Likert scale: 1 = very unlikely, 7 = very likely |
|
HH Size |
Number of persons living in household |
|
HH Inc |
Household income received prior year, in $K |
|
Highest Ed Head |
Highest level of educational attainment for the head of household |
|
Age Head |
Age ranges of the head of household in years |
|
Shopping Time |
Average amount of time spent each week shopping for groceries in a brick and mortar grocery store, in minutes |
|
Kid < 6 |
One or more children in household less than 6 years old |
|
Kid 6-18 |
One or more children in household 6-18 years old |
|
Eating Healthy |
Response to question: “Eating healthy, nutritious food is important to me.” Measured using seven point Likert scale: 1= strongly disagree, 7 = strongly agree |
DFC has approached you to analyze the data and provide guidance on what they should do to increase the average household amount spent on groceries each visit.
Analyze the data. Prepare a memo on what would you recommend.