A Study on Customer Satisfaction for Courier Companies based on SNS Big data
Global courier companies have been devoting to get more customers and profits with different service because of the worse profits from price competition. So, the effort of improving satisfaction of customers through improving courier service qualities is more important than any other time. However, the previous way to measure courier service has limitation that costs lots of time and money from off-line survey. This limitation could be overcome with less effort and costs if utilizing on-line social big data analysis and it is so helpful to improve competitiveness of courier companies. Therefore, I have collected comments from domestic and international courier companies from big data on social network service, analyzed the satisfaction of customers by R and verified the result by comparing with American Customer Satisfaction Index (ACSI) and Korea National Customer Index (NCSI) in this research. I found out the result depicts clear correlation between SNS analysis and customer satisfaction. This study can be the foundation to predict customer satisfaction easily by utilizing real time SNS information.
Bae, K. B., “The Analysis of Economic Effects of Door to door transport Industry,” Korea Logistics Review, Vol. 22, No. 1, pp. 163-181, 2012.
Kim, J. S., “Utilize big data and analytics review,” Korea University MA Dissertation, 2012.
Kim, J. W., Lee, S. G., and Choi, J. H., “Measuring Parcel Service Quality,” Korean management review, Vol. 31, No. 2, pp. 283-294, 2002.
Kim, M. K. and Jung, H. S., “An Analysis of Customer Perception on the Differentiated Parcel Service using Kano Model and Timko’s Customer Satisfaction Coefficient: Focusing on Online Shopping Customers,” Korean Journal of Logistics, Vol. 24, No. 2, pp. 33-47, 2016.
Koo, H. Y., “A Method of Economic Analysis for RFID Applications Focused on Courier Sector,” Journal of Society for e-Business Studies, Vol. 15, No. 1, pp. 119-137, 2010.
Lee, C. K. and Lee, M. K., “Antecedents of Satisfaction with Internet News Sites,” Journal of Society for e-Business Studies, Vol. 9, No. 3, pp. 17-37, 2004.
Li, B., Riley, M. W., and Hsieh, C.-T., “Assessing customer satisfaction in parcel delivery industry: An empirical study among university customers,” International Journal of Services and Standards, Vol. 1, No. 2, pp. 172-192, 2004.
NIA, “3 elements for successful utilizing Big Data,” Seoul, 2012.
NIA, “Technology classification and status of Big Data,” Seoul, 2013.
Oh, P. H. and Hwang, B. Y., “Real-time Spatial Recommendation System based on Sentiment Analysis of Twitter,” The Journal of Society for e-Business Studies, Vol. 21, No. 3, pp. 15-28, 2016.
Oh, S. G. and Lee, C. S., “The effect of the quality determinant of Korea-China Courier Service on Customer value and Satisfaction,” Korea research academy of distribution and management review, Vol. 19, No. 4, pp. 5-19, 2016.
Parasuraman, A., Zeithaml, V. A., and Berry, L. L., “SERVQUAL-A Multiple-Item Scale for Measuring Consumer Perceptions of Service Quality,” Journal of Retailing, Vol. 64, No. 1, pp. 12-40, 1988.
Park, J. H. and Lee, S. H., “The Effects of Logistics Service Quality, Relationship Quality among Customer Loyalty in Courier Company,” Korea Marketing Review, Vol. 23, No. 4, pp. 23-50, 2008.
PWC, “Big Data: The next frontier for innovation,” Price waterhouse Coopers, 2012.
Seo, M. K., Kwon, J. H., and Choi, Y. J., “Impact of Logistics Service Quality on Customer Satisfaction and Loyalty in Parcel Service,” Korea Logistics Review, Vol. 23, No. 5, pp. 239-262, 2013.
Seo, S. M. and Lee, J. H., “An Introduction on the Customer Reaction Encouragement System for E-Commerce Customer Satisfaction: Extension of Customer Response System,” Journal of Society for e-Business Studies, Vol. 9, No. 1, pp. 237-254, 2004.
Song, J. G. and Kim, T. R., “The Performance Formation Model of Service Quality Factors for Courier Service,” Journal of Distribution Science, Vol. 10, No. 4, pp. 37-45, 2012.
Yoon, H. K., “Research on the Application Methods of Big Data within the Cultural Industry,” Academic association of global cultural contents, No. 10, pp. 157-180, 2013.
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