Operationalization of constructs
| Variables | Representation of chatbot failures | Description/Used templates |
|---|---|---|
| Chatbot capability failure is the frequency of | ||
| Technical capability failure | Questions asked | Number of questions asked by the chatbot |
| Rephrasing behaviors | “Can you rephrase your question, please?” | |
| Repetitions | Same consecutive responses | |
| Functional capability failure | Scripted behaviors | “All of our services are available at Ask a Librarian.” |
| Referring to human | “That's a question I can't answer. Try asking a Librarian.” | |
| Recovery-oriented capability is the frequency of | ||
| Chatbot empathy | Empathetic statements | “Sorry you feel that way!” |
| Customer incivility behavior is frequency of | ||
| Disrespect language | Terms and expressions to indicate frustration and degrading the ability of the chatbot | “You are worthless.” |
| Offensive language | Use of profanity terms/obscene jokes | “what the … !” |
| Teasing language | Expressions of mockery and unrelated questions | “Will you marry me?” |
| Customer emotions are the average of | ||
| Positive emotions | Joy, Trust, Anticipation, Surprise | “Great--found what I was looking for. Thx!” |
| Negative emotions | Sadness, Anger, Disgust, Fear | “This is a terrible service!” |
| Variables | Representation of chatbot failures | Description/Used templates |
|---|---|---|
| Technical capability failure | Questions asked | Number of questions asked by the chatbot |
| Rephrasing behaviors | “Can you rephrase your question, please?” | |
| Repetitions | Same consecutive responses | |
| Functional capability failure | Scripted behaviors | “All of our services are available at Ask a Librarian.” |
| Referring to human | “That's a question I can't answer. Try asking a Librarian.” | |
| Chatbot empathy | Empathetic statements | “Sorry you feel that way!” |
| Disrespect language | Terms and expressions to indicate frustration and degrading the ability of the chatbot | “You are worthless.” |
| Offensive language | Use of profanity terms/obscene jokes | “what the … !” |
| Teasing language | Expressions of mockery and unrelated questions | “Will you marry me?” |
| Positive emotions | Joy, Trust, Anticipation, Surprise | “Great--found what I was looking for. Thx!” |
| Negative emotions | Sadness, Anger, Disgust, Fear | “This is a terrible service!” |
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