Customer sociability and the total service experience
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Purpose The service‐dominant logic describes customer‐actualized value as being idiosyncratic, experiential, contextual, and meaning laden. Since positive word‐of‐mouth (WOM) is an expression of customer‐actualized value, the paper postulate that WOM is not only related to a holistic set of assessments of the service experience but also to the idiosyncratic nature of the individual customer. In particular, do socially oriented individuals have a greater propensity to engage in positive WOM? The purpose of this paper is to test hypotheses that socially oriented personality traits, and personal values as well as a set of dimensions of the total service experience, are antecedents of positive WOM. The context studied is a surgical operation involving considerable personal meaning and implication in the whole service process. Design/methodology/approach A cohort of 500 surgical patients are studied prior to, three‐days after and one‐month post‐surgery. Independent variables include the socially oriented personality traits of agreeableness and extraversion, social‐ vs self‐oriented personal values, as well as dimensions of the total service experience assessed by information adequacy, pain and discomfort, patient‐to‐patient interaction, patient‐to‐personnel interaction, and recovery outcomes. The dependent variable is the strength of positive WOM intentions. Findings The sociability of surgery patients as measured by both their personality traits and socially oriented values is significantly related to the strength of positive WOM intentions. Self‐oriented values are not associated with positive WOM intentions. Also, to varying degrees, all dimensions of the total service experience are associated with positive WOM intentions. Originality/value The paper is the first to illustrate that, in a given service context, the antecedents of customer loyalty may be complex, not only dependent on customer assessments of their interactions and experiences throughout the service process, but also relative to their dispositional characteristics such as sociability. The consistency of the results for positive WOM assessed at three‐days and one‐month post‐surgery adds to the robustness of the findings. This paper makes a significant contribution to the service‐dominant logic and the concept of value co‐creation.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it