marketing research presentation (1)
TRANSCRIPT
Exploring Connections Between Social Media and
Fast Food Marketing Research
By: Kira Jordan, Jenny Hua, and Lydia Drakeford
Overall Research TopicGeneral Issue:
• Explore company responses to customer comments • Complaints vs. Compliments
• The study specifically focused on responses from fast food companies.
Specific Research Questions
1. Does the social media platform (Facebook vs. Twitter) a comment is submitted on impact a company's response time and/or their response quality? 2. Does the nature of the comment (Positive vs. Negative) submitted affect a company's response time and/or their response quality? 3. Is there a relationship between the amount of followers a company has and the company's response time and/or their response quality?
Relevant Literature
• Companies respond more often on Facebook than Twitter.
• Companies are more likely to respond to negative reviews.
• There is not a significant relationship between company popularity on social media sites and response quality.
Methodology: Sample
Population: U.S. based chain fast food
restaurants (not cuisine specific) Sample:
27 Fast Food Restaurants with both Facebook and Twitter accounts
Methodology: Data Collection
• 108 total comments distributed. Each company received 4 total: • Twitter positive• Twitter negative• Facebook positive • Facebook negative
• Timeline: Tuesday from 8 am to 11 am
Message Content
• Negative: "“I had a less than positive time at one of your locations today. Unfortunately, the food was subpar to my expectations and the normal standard for your restaurant. Also, the service was slow and I felt undervalued as a customer. I typically enjoy your restaurant but this makes me question ever coming back again.”
• Positive
Rubric for Company Responses
• 1st Factor: Speed• Ordinal Scale (0-10) for
response time• 10: 0-2 hours• 1: 48 + hours• 0: Never responded
• 2nd Factor: Quality • Word Count: Ratio Scale• 5 categories on Interval
Scale: Personalization, Future Action, Willingness, Accuracy, and Helpfulness
• 3rd Factor: Follower count• Ordinal Scale (1-5)
The Results
Response Time Comparison
Question: Is there a significant difference in responses from companies when comparing
positive and negative comments?
1. Comparison of response times for positive vs. negative
• Test: Paired Samples T-test
• Variables: Response Time (TP and FP) vs. Response Time (TN and FN)
• Analysis: No significant difference
2. Comparison of quality of responses for positive vs. Negative
• Analysis: No significant difference
Question: Is there a significant difference in responses from companies on Facebook vs.
Twitter?
1. Time Comparison- Not Significant
2. Response Length Comparison- Significant (Word Count)
3. Quality Comparison
• Test: Paired Samples T-test
• Variables: All quality variables (Twitter vs. Facebook)
• Analysis: Significant (below .05) differences highlighted in blue
Question: Is there a significant relationship between the number of social media followers a company
has and their responses?
1. Twitter Comparison
• Test: Bivariate Correlation
• Variables: Follower Count compared to all other variables
• Analysis: No significant correlation between follower count and any other variable on Twitter
2. Facebook Comparison
Conclusions
Summary of Conclusions
1. The results indicate that negative Facebook posts get higher quality responses from companies than both positive Facebook posts & positive Twitter posts.2. The likelihood of receiving a Facebook response was much higher than receiving a Twitter response3. Absolutely no correlation between follower count and response quality (no matter platform or nature of comment)
Limitations
• Familiarity of username • Non-response bias • Timing • Zoning differences • Business Hours