DEBUG: Raw major_slug = "business-management-marketing-sales"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/business-management-marketing-sales/offers.json", major_slug = "business-management-marketing-sales"
DEBUG: After cleaning major_slug = "business-management-marketing-sales"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/business-management-marketing-sales/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/business-management-marketing-sales/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/business-management-marketing-sales/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/business-management-marketing-sales/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/business-management-marketing-sales/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/business-management-marketing-sales/offers.json
DEBUG: major_slug = "business-management-marketing-sales"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 54
DEBUG: ROOT LEVEL MAJOR detected (no cip4), lowering min_relevance to 0.5
DEBUG: Starting relevance filtering - min_relevance = 0.5, max_relevance = 1
DEBUG: Checking offer "AS in Business Administration" with relevance 1
DEBUG: ✓ Offer "AS in Business Administration" ACCEPTED (relevance 1)
DEBUG: Checking offer "BS in Business Administration" with relevance 1
DEBUG: ✓ Offer "BS in Business Administration" ACCEPTED (relevance 1)
DEBUG: Checking offer "MBA" with relevance 1
DEBUG: ✓ Offer "MBA" ACCEPTED (relevance 1)
DEBUG: Checking offer "MS in Management" with relevance 1
DEBUG: ✓ Offer "MS in Management" ACCEPTED (relevance 1)
DEBUG: Checking offer "Business & Management Associate Programs (I Have a HS Diploma or Associate Degree)" with relevance 0.9
DEBUG: ✓ Offer "Business & Management Associate Programs (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Business & Management Bachelors Programs (I Have a HS Diploma or Associate Degree)" with relevance 0.9
DEBUG: ✓ Offer "Business & Management Bachelors Programs (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Business & Management Graduate Certificate Programs (I Have a Bachelors)" with relevance 0.9
DEBUG: ✓ Offer "Business & Management Graduate Certificate Programs (I Have a Bachelors)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Business & Management Masters Programs (I Have a Bachelors)" with relevance 0.9
DEBUG: ✓ Offer "Business & Management Masters Programs (I Have a Bachelors)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Business & Management MBA Programs (I Have a Bachelors)" with relevance 0.9
DEBUG: ✓ Offer "Business & Management MBA Programs (I Have a Bachelors)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "MBA - General Business (I Have a Bachelors)" with relevance 0.9
DEBUG: ✓ Offer "MBA - General Business (I Have a Bachelors)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "MBA in Entrepreneurship" with relevance 0.9
DEBUG: ✓ Offer "MBA in Entrepreneurship" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "MBA in Finance" with relevance 0.9
DEBUG: ✓ Offer "MBA in Finance" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "MBA in Marketing" with relevance 0.9
DEBUG: ✓ Offer "MBA in Marketing" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Business Administration (I Have a HS Diploma or Associate Degree)" with relevance 0.8
DEBUG: ✓ Offer "Business Administration (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Business Administration (I Have a HS Diploma or Associate Degree)" with relevance 0.8
DEBUG: ✓ Offer "Business Administration (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Management (I Have a HS Diploma or Associate Degree)" with relevance 0.8
DEBUG: ✓ Offer "Management (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "DBA - Management (I Have a Masters)" with relevance 0.8
DEBUG: ✓ Offer "DBA - Management (I Have a Masters)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Management (I Have a Bachelors)" with relevance 0.8
DEBUG: ✓ Offer "Management (I Have a Bachelors)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "MBA - Management (I Have a Bachelors)" with relevance 0.8
DEBUG: ✓ Offer "MBA - Management (I Have a Bachelors)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Business Management (I Have a Masters)" with relevance 0.8
DEBUG: ✓ Offer "Business Management (I Have a Masters)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "Sustainability & Environmental Management (I Have a Bachelors)" with relevance 0.8
DEBUG: ✓ Offer "Sustainability & Environmental Management (I Have a Bachelors)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "MBA - Sustainability & Environmental Management (I Have a Bachelors)" with relevance 0.8
DEBUG: ✓ Offer "MBA - Sustainability & Environmental Management (I Have a Bachelors)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "AS in Accounting" with relevance 0.8
DEBUG: ✓ Offer "AS in Accounting" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "AS in Marketing" with relevance 0.8
DEBUG: ✓ Offer "AS in Marketing" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Accounting" with relevance 0.8
DEBUG: ✓ Offer "BS in Accounting" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Accounting & Finance" with relevance 0.8
DEBUG: ✓ Offer "BS in Accounting & Finance" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Business Administration - Accounting" with relevance 0.8
DEBUG: ✓ Offer "BS in Business Administration - Accounting" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Business Administration - Finance" with relevance 0.8
DEBUG: ✓ Offer "BS in Business Administration - Finance" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Finance" with relevance 0.8
DEBUG: ✓ Offer "BS in Finance" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Marketing" with relevance 0.8
DEBUG: ✓ Offer "BS in Marketing" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "MBA in Accounting" with relevance 0.8
DEBUG: ✓ Offer "MBA in Accounting" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "MBA in Business Analytics" with relevance 0.8
DEBUG: ✓ Offer "MBA in Business Analytics" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "MBA in Leadership" with relevance 0.8
DEBUG: ✓ Offer "MBA in Leadership" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "MS in Accounting" with relevance 0.8
DEBUG: ✓ Offer "MS in Accounting" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "MS in Finance" with relevance 0.8
DEBUG: ✓ Offer "MS in Finance" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "MS in Marketing" with relevance 0.8
DEBUG: ✓ Offer "MS in Marketing" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "" with relevance 0.8
DEBUG: ✓ Offer "" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "BS in Business Administration - Entrepreneurship" with relevance 0.7
DEBUG: ✓ Offer "BS in Business Administration - Entrepreneurship" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "BS in Business Administration - Human Resources Management" with relevance 0.7
DEBUG: ✓ Offer "BS in Business Administration - Human Resources Management" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "BS in Business Administration - International Business" with relevance 0.7
DEBUG: ✓ Offer "BS in Business Administration - International Business" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "BS in Business Administration - Marketing" with relevance 0.7
DEBUG: ✓ Offer "BS in Business Administration - Marketing" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "BS in Business Administration - Project Management" with relevance 0.7
DEBUG: ✓ Offer "BS in Business Administration - Project Management" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "BS in Marketing - Digital Marketing" with relevance 0.7
DEBUG: ✓ Offer "BS in Marketing - Digital Marketing" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "BS in Marketing - Social Media Marketing" with relevance 0.7
DEBUG: ✓ Offer "BS in Marketing - Social Media Marketing" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "MBA in Human Resource Management" with relevance 0.7
DEBUG: ✓ Offer "MBA in Human Resource Management" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "MS in Finance - Corporate Finance" with relevance 0.7
DEBUG: ✓ Offer "MS in Finance - Corporate Finance" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "MS in Finance - Investments & Securities" with relevance 0.7
DEBUG: ✓ Offer "MS in Finance - Investments & Securities" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "MS in Marketing - Digital Marketing" with relevance 0.7
DEBUG: ✓ Offer "MS in Marketing - Digital Marketing" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "MS in Marketing - Marketing Research & Analytics" with relevance 0.7
DEBUG: ✓ Offer "MS in Marketing - Marketing Research & Analytics" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "MS in Marketing - New Media & Communications" with relevance 0.7
DEBUG: ✓ Offer "MS in Marketing - New Media & Communications" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "MS in Marketing - Social Media Marketing" with relevance 0.7
DEBUG: ✓ Offer "MS in Marketing - Social Media Marketing" ACCEPTED (relevance 0.7)
DEBUG: Checking offer "BS in Finance - Financial Planning" with relevance 0.6
DEBUG: ✓ Offer "BS in Finance - Financial Planning" ACCEPTED (relevance 0.6)
DEBUG: Checking offer "MS in Human Resource Management" with relevance 0.6
DEBUG: ✓ Offer "MS in Human Resource Management" ACCEPTED (relevance 0.6)
DEBUG: Checking offer "" with relevance 0.6
DEBUG: ✓ Offer "" ACCEPTED (relevance 0.6)
DEBUG: relevant_offers count = 54
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 15 ESYOH offers with relevance >= 0.5
DEBUG: esyoh_offers count = 15
DEBUG: ESYOH offers found, rendering ESYOH widget
DEBUG: most_relevant_only = true, filtering for most relevant
DEBUG: Found 0 offers with relevance >= 1.0
DEBUG: Backfilling with 6 offers with relevance >= 0.9
Choosing a Great Business, Management & Marketing School for Your Associate Degree

Your choice of business, management & marketing for getting your associate degree school matters. This section explores some of the factors we include in our ranking and how much they vary depending on the school you select. When choosing a school we recommend considering some of the following factors:
Quality Overall Is Important
The overall quality of a associate degree school is important to ensure a good education, not just how well they do in a particular major. To make it into this list a school must rank well in our overall Best Colleges ranking. This ranking considered factors such as graduation rates, overall graduate earnings and other educational resources to identify great colleges and universities.
Average Earnings
One measure we use to determine the quality of a school is to look at the average salary of associate graduates during the early years of their career. This is because one of the main reasons people pursue their associate degree is to enable themselves to find better-paying positions.
Other Factors We Consider
In addition to the above, you should consider some of the following factors:
- Major Focus - How many resources a school devotes to business, management & marketing students as compared to other majors.
- Major Demand - How many other business, management & marketing students want to attend this school to pursue a associate degree.
- Educational Resources - The amount of money and other resources allocated to students while they are pursuing their degree. These resources include such things as number of students per instructor and education expenditures per student.
- Student Debt - How easy is it for business, management & marketing to pay back their student loans after receiving their associate degree.
- Accreditation - Whether a school is regionally accredited and/or accredited by a recognized business, management & marketing related body.
Our full ranking methodology documents in more detail how we consider these factors to identify the best schools for business, management & marketing students working on their associate degree.
One Size Does Not Fit All
Since picking the right college can be one of the most important decisions of your life, we've developed the Best Business, Management & Marketing Associate Degree Schools in Kentucky ranking, along with many other major-related rankings, to help you make that decision.
DEBUG: Raw major_slug = "business-management-marketing-sales"
DEBUG: Initial offers_url = "https://www.collegefactual.com/majors/business-management-marketing-sales/offers.json", major_slug = "business-management-marketing-sales"
DEBUG: After cleaning major_slug = "business-management-marketing-sales"
DEBUG: Before URL cleaning = "https://www.collegefactual.com/majors/business-management-marketing-sales/offers.json"
DEBUG: After TrimSuffix = "https://www.collegefactual.com/majors/business-management-marketing-sales/offers.json"
DEBUG: After HTTPS placeholder = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/business-management-marketing-sales/offers.json"
DEBUG: After slash cleaning = "HTTPS_TEMP_PLACEHOLDERwww.collegefactual.com/majors/business-management-marketing-sales/offers.json"
DEBUG: After URL cleaning = "https://www.collegefactual.com/majors/business-management-marketing-sales/offers.json"
DEBUG: offers_url = https://www.collegefactual.com/majors/business-management-marketing-sales/offers.json
DEBUG: major_slug = "business-management-marketing-sales"
DEBUG: offers_url is valid, proceeding to fetch data
DEBUG: offers_data.offers found, count = 54
DEBUG: ROOT LEVEL MAJOR detected (no cip4), lowering min_relevance to 0.5
DEBUG: Starting relevance filtering - min_relevance = 0.5, max_relevance = 1
DEBUG: Checking offer "AS in Business Administration" with relevance 1
DEBUG: ✓ Offer "AS in Business Administration" ACCEPTED (relevance 1)
DEBUG: Checking offer "Business & Management Associate Programs (I Have a HS Diploma or Associate Degree)" with relevance 0.9
DEBUG: ✓ Offer "Business & Management Associate Programs (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.9)
DEBUG: Checking offer "Business Administration (I Have a HS Diploma or Associate Degree)" with relevance 0.8
DEBUG: ✓ Offer "Business Administration (I Have a HS Diploma or Associate Degree)" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "AS in Accounting" with relevance 0.8
DEBUG: ✓ Offer "AS in Accounting" ACCEPTED (relevance 0.8)
DEBUG: Checking offer "AS in Marketing" with relevance 0.8
DEBUG: ✓ Offer "AS in Marketing" ACCEPTED (relevance 0.8)
DEBUG: relevant_offers count = 5
DEBUG: relevant_offers > 0, checking for ESYOH offers
DEBUG: ESYOH filtering - found 2 ESYOH offers with relevance >= 0.5
DEBUG: esyoh_offers count = 2
DEBUG: ESYOH offers found, rendering ESYOH widget
DEBUG: most_relevant_only = true, filtering for most relevant
DEBUG: Found 0 offers with relevance >= 1.0
DEBUG: Backfilling with 1 offers with relevance >= 0.9