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Published on: September 19, 2019
Path coherence and disruption in routine dynamics
Inkyu Kim1, Brian T Pentland2, Kenneth A Frank2
1California State University, East Bay, 25800 Carlos Bee Blvd, Hayward, CA 94542.
Insights
Path coherence, the continuity of situational attributes, predicts how clinical documentation routines change. Coherent paths are significantly more likely to persist or form, impacting organizational dynamics.
Area of Science:
- Organizational Behavior
- Information Systems
- Sociology
Background:
- Clinical documentation routines are crucial for healthcare operations.
- Technological disruptions, like Electronic Health Record (EHR) system upgrades, can significantly alter these routines.
- Understanding the dynamics of routine change is essential for organizational adaptation and efficiency.
Purpose of the Study:
- To propose and validate a novel mechanism, path coherence, for predicting routine dynamics.
- To investigate how path coherence influences the persistence and formation of clinical documentation routines.
- To explore the theoretical implications of path coherence for organizational path dependence, resilience, and inertia.
Main Methods:
- Utilized evidence from a disruption in clinical documentation routines within five outpatient clinics.
- Employed latent factor network models to analyze routine dynamics before and after an EHR system upgrade.
- Defined and measured path coherence based on the continuity of situational attributes (who, what, when, where, why) across sequential events.
Main Results:
- Coherent paths were up to 14 times more likely to persist than less coherent paths.
- Coherent paths were up to 40 times more likely to form compared to less coherent paths.
- Path coherence emerged as a significant predictor of routine persistence and formation.
Conclusions:
- Path coherence offers a novel, predictive mechanism for understanding routine dynamics in organizations.
- The findings suggest that path coherence plays a critical role in organizational path dependence, influencing resilience and inertia.
- The study provides a new theoretical lens for analyzing how routines evolve in response to change.
Abstract:
We use evidence from a disruption of clinical documentation routines to propose a novel, predictive mechanism for routine dynamics based on path coherence. Path coherence refers to the continuity of situational attributes from one event to the next along a path. For example, a set of activities conducted by the same person has high actor coherence. Situational attributes include classic descriptors such as who, what, when, where, and why. To be recognized as a path, a minimal level of coherence is required, but path coherence can vary along a path. For example, in a medical clinic, typical paths flow from place to place (e.g., reception, waiting room, exam room), and involve different clinical staff (e.g., receptionist, nurse, physician). Using latent factor network models, we compare clinical documentation routines in five outpatient clinics before and after a technological disruption (an upgrade to the Electronic Health Record system). We show that coherent paths are up to 14 times more likely to persist and up to 40 times more likely to form than less coherent paths. We use these findings to theorize about the role of path coherence in routine dynamics. Path coherence in narrative networks is like homophily in social networks, but with a completely different underlying mechanism. We discuss the implications of our findings for organizational path dependence, resilience, and inertia.
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