Can Analytics Improve your Game?
The use of analytics is good for business. Researchers from MIT Sloan Management Review and IBM found that organizations that used business information and analytics outperformed organizations that did not. Businesses of all types are adopting the use of analytics to get use out of the vast amount of data that is being generated in our overly-quantified […]
In a Word: The Customer Sentiment Index
Did you know that CSI can help you understand, in just one word, the health of your customer relationships? No, I don’t mean Crime Scene Investigator, although that might help in some cases. I am writing about the Customer Sentiment Index (CSI), a measure based on a single word that customers use to describe a company. The […]
6 Customer Experience Practices of Loyalty Leaders
In this post, I study what loyalty-leading companies do differently than loyalty-lagging companies in their customer experience management (CEM) efforts. The research helps identify best practices that companies can adopt in their CEM efforts to increase customer loyalty. Customer satisfaction is important for business success. Satisfied customers recommend your brand to their friends, stay with you longer […]
Development of the Customer Sentiment Index: Reliability, Validity and Usefulness
This is Part 3 of a series on the Development of the Customer Sentiment Index (see introduction, Part 1 and Part 2). The CSI measures the degree to which customers hold positive/negative attitude about your company/brand. The CSI is based on a single survey question that asks customers to use the best word to describe the company/brand. This […]
Development of the Customer Sentiment Index: Lexical Differences
This is Part 2 of a series on the Development of the Customer Sentiment Index (see introduction, and Part 1). The CSI assesses the extent to which customers describe your company/brand with words that reflect positive or negative sentiment. This post covers the development of a judgment-based sentiment lexicon and compares it to empirically-based sentiment lexicons. Last week, I created […]
Top 10 BOB Blog Posts of 2014: Empathy, Big Data and Metrics
I’ve counted the pageviews of each blog post for 2014 and present them here in my end-of-year summary. The topic of empathy topped the list of posts this year. I was surprised that my blog post on the role of empathy in the customer experience received the most pageviews this year. Other top posts reflected Big Data […]
My Big Data Resolution for 2015
I generally like precision, and I strive for it in my writing and thinking. It certainly helps in communicating ideas., However, I have been pretty relaxed in how I use the term, Big Data. I’ve used the term to refer to the size of the data set (e.g., “We have Big Data.”). I have even used it to […]
Development of the Customer Sentiment Index: Measuring Customers’ Attitudes
This is Part 1 of a series on the Development of the Customer Sentiment Index (see introduction here). The CSI assesses the degree to which customers possess a positive or negative attitude about you. This post covers the measurement of customers’ attitudes and the development of empirically-derived sentiment lexicons. I was invited to give a talk at the Sentiment […]
Beyond the Ultimate Question
Measuring Customer Satisfaction and Loyalty (3rd Ed.)