Toward a Provider-Based View on the Design and Delivery of Quality E-Service Encounters
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
The advent of electronic-based service (e-service) transactions has resulted in numerous operational challenges for service providers. Extending previous service management insights, this article offers a provider-based framework identifying four overarching types of online interactions useful for advancing understanding on the design and delivery of quality e-service encounters. This framework allows for examination of the amount of service intervention, the degree of user participation, and the type of user connection underlying online interactions for both Web 1.0 and Web 2.0 applications and platforms. The article discusses how the quality of each e-service encounter type—informational, self-directive, intervenient, and intensive— requires, from a systems quality and operational standpoint, the management of three elements (i.e., target market, concept, and delivery system) underlying the firm’s e-service operations strategy. The article proposes promising areas in e-service encounter quality research where further investigation of design and delivery issues is urgently needed. One immediate implication stemming from this framework is that there is likely no single best strategy or approach to designing and delivering effective (i.e., quality) online moments of truth. What is required is the apt configuration of strategic e-service elements underlying each distinct e-service encounter type vis-à-vis critical e-service system quality dimensions (e.g., manageability, reliability, usability).
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 | 0.011 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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