13.19 The influences of transaction history and a thank-you statement. A service failure is defined as any service-related problem (real or perceived) that transpires during a customer’s experience with a firm. In the hotel industry, there is a high human component, so these sorts of failures commonly occur regardless of extensive training and established policies. As a result, hotel firms must learn to effectively react to these failures. A recent study investigated the relationship between a consumer’s transaction history (levels: long and short) and an employee thank-you statement (levels: yes and no) on a consumer’s repurchase intent.13 Each subject was randomly assigned to one of the four treatment groups and asked to read some service failure/resolution scenarios and respond accordingly. Repurchase intent was measured using a nine-point scale. Here is a summary of the means:

Thank-you
HistoryNoYes
Short5.696.80
Long7.537.37
  1. (a) Plot the means. Do you think there is an interaction? If yes, describe the interaction in terms of the two factors.

  2. (b) Find the marginal means. Are they useful for understanding the results of this study? Explain your answer.