Development of a Tool to Assess the Implementation and Perception of the Value-Based Healthcare Model: Our Results
Abstract
1. Introduction
- (1)
- To assess the extent to which the Value Agenda elements have been implemented within an organization, and
- (2)
- To evaluate the change management strategies employed by organizational leaders to drive and sustain the transition to VBHC.
2. Materials and Methods
2.1. Phase 1: Tool Development
2.2. Phase 2: Tool Validation
2.2.1. The Panel Members
2.2.2. Data Analysis and Definition of Consensus
- Central tendency and dispersion analysis;
- Consensus evaluation between rounds: To gauge agreement, we relied on the IQR, a non-parametric measure in which smaller values reflect tighter convergence of ratings and thus greater consensus. We complemented this with the Relative Interquartile Range (RIR), which expresses how dispersed the responses are in relation to the central tendency; it is computed as (IQR/Median) × 100, so lower RIR values indicate that judgments cluster more closely around the median. To assess how stable the panel’s views remained across rounds, we examined the Variation in the Coefficient of Variation (VCV), defined as the percentage change in the coefficient of variation (CV) from Round 1 to Round 2. The CV is calculated as (Standard Deviation/Mean) × 100, and VCV as ((CV_Round2 − CV_Round1)/CV_Round1) × 100. In this framework, smaller—and especially negative—VCV values signal that variability decreased over time, consistent with increasing stability of expert judgments across successive Delphi rounds.
- Reliability assessment using Cronbach’s alpha;
- Stability analysis of group responses through the median test and U test.
3. Results
3.1. Tool Development
3.2. Tool Validation
- Panel Participation
- Value Agenda Section
- Change Management Section
- Data Analysis
- ○
- Analysis of Consensus Level and Group Stability in Answers
- ○
- Questionnaire Validity and Reliability Analysis
- ○
- Independent Samples t-Test
4. Discussion
Limitations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Round 1 | Round 2 | |||
|---|---|---|---|---|
| Gender | n | % | n | % |
| Female | 14 | 56% | 12 | 52% |
| Male | 11 | 44% | 11 | 48% |
| Country or region | n | % | n | % |
| Italy | 18 | 72% | 17 | 74% |
| The Netherlands | 2 | 8% | 2 | 9% |
| Brazil | 2 | 8% | 1 | 4% |
| Belgium | 1 | 4% | 1 | 4% |
| UK | 1 | 4% | 1 | 4% |
| Saudi Alaskar | 1 | 4% | 1 | 4% |
| Job title | n | % | n | % |
| Researcher | 8 | 32% | 6 | 26% |
| Medical Doctor | 9 | 36% | 9 | 39% |
| Manager | 5 | 20% | 5 | 22% |
| Professor | 3 | 12% | 3 | 13% |
| Sub Area | Items | Prospective | Prospective | Answers | Sources |
|---|---|---|---|---|---|
| Value agenda section Evidence highlights that many organizations do not adopt the VBHC model as an integrated strategy; instead, they implement only selected elements that best align with their organizational structure. This partial approach hinders the model’s effectiveness, preventing the creation of a care system that maximizes value for the patient. Therefore, this section aims to explore which structural VBHC elements have been adopted by the organization and to what extent. | |||||
| Organize Care Around Medical Conditions | 1 | To what extent is care delivery in your hospital organized around medical conditions? | To what extent is care delivery in your hospital organized around medical conditions? |
| [10,15,22,23,24,25,26,27,28,29] |
| 2 | To what extent does the hospital structurally involve patients and/or caregivers in the condition-based teams? | To what extent does the hospital structurally involve patients and/or caregivers in the condition-based teams? |
| [15,30] | |
| 3 | To what extent is the hospital equipped with support staff to assist condition-based teams in delivering care and continuously improving their quality of care delivery? (e.g., Data Analysts, Project Leaders, Care/case Managers, Clinical Coordinators, Quality Improvement Specialists, Patient Navigators) | To what extent is the hospital equipped with support staff to assist you and your team in delivering care and continuously improving quality of care delivery? (e.g., Data Analysts, Project Leaders, Care/case Managers, Clinical Coordinators, Quality Improvement Specialists, Patient Navigators) |
| [15,24,29,31,32,33] | |
| Measure Outcomes & Cost for Every Patient | 4 | To what extent does the hospital systematically measure clinical and patient reported outcomes? | To what extent does the hospital systematically measure clinical and patient reported outcomes? |
| [10,15,23,24,25,26,31,32,33,34,35,36,37,38,39,40,41] |
| 5 | If so, which of the following measures are used? (Select all that apply) | If so, which of the following measures are used? (Select all that apply) |
| [10,15] | |
| 6 | If so, to what extent does this clinical performance measurement system integrated in mechanisms for Audit & Feedback? | If so, To what extent does this clinical performance measurement system integrated in mechanisms for Audit & Feedback? |
| [15,25,37] | |
| 7 | If so, at the end each audit meeting, to what extent are these improvement actions defined and shared, along with their respective responsible actors/figures and implementation timelines? | If so, at the end of each audit meeting, to what extent are these improvement actions defined and shared, along with their respective responsible actors/figures and implementation timelines? |
| [25,37] | |
| 8 | To what extent are the results of these analyses (PREMS, PROMs and clinical outcomes) shared with the patients and/or caregivers? | To what extent are the results of these analyses (PREMS, PROMs and clinical outcomes) shared with the patients and/or caregivers? |
| [15] | |
| 9 | To what extent does the hospital have a planning and control system capable of monitoring the costs of care delivery in condition-based teams? | To what extent does the hospital have a planning and control system capable of monitoring the costs of care delivery in condition-based teams? |
| [42] | |
| 10 | If so, what type of cost accounting is used? (Select all that apply) | If so, what type of cost accounting is used? (Select all that apply) |
| [42] | |
| Information Technology | 11 | To what extent does the hospital have an Electronic Medical Record (EMR) system? | To what extent does the hospital have an Electronic Medical Record (EMR) system? |
| [8,10,23,31,32,33,35,43,44,45,46] |
| 12 | To what extent is the hospital equipped with digital platforms (dashboard/app, etc.) that support clinicians by collecting outcome data in real time? | To what extent is the hospital equipped with digital platforms (dashboard/app, etc.) that support clinicians by collecting outcomes outcome data in real time? |
| [30,45,47] | |
| Systems Integration | 13 | To what extent is the hospital actively involved in local, regional or national networks aimed at developing condition-based care models across a network of facilities? | To what extent is the hospital actively involved in local, regional or national networks aimed at developing integrated care models across a network of facilities? |
| [10,23,24,25,37] |
| Change management section Implementing VBHC principles within hospital dynamics require structural changes and, more importantly, cultural transformations. Indeed, for the principles of this theory to become more than just another innovation proposed within the healthcare sector and truly take root within hospital dynamics, it is essential that healthcare professionals understand and support them, and become the leading actors in this transition process. Therefore, this section aims to answer the following questions: what change management strategies did top management employ to facilitate the transition to the VBHC model? | |||||
| Establishing a sense of urgency | 14 | To what extent did your organization establish a sense of urgency to implement the principles of VBHC? | To what extent did your organization establish a sense of urgency to implement the principles of VBHC? |
| [16,23,43,44,46,48] |
| 15 | If so, which of the following factors push up the urgency level? (Select all that apply) | If so, which of the following factors push up the urgency level? (Select all that apply) |
| [16,23,43,45,46,48] | |
| Creating a guiding coalition | 16 | To what extent was a formal group of people—representatives from clinical and managerial teams—brought together to drive the implementation of VBHC? | To what extent was a formal group of people—representatives from clinical and managerial teams—brought together to drive the implementation of VBHC? |
| [14,16,25,27,28,32,33,37,38,39,40,41,49,50] |
| Developing and communicating a vision and strategy | 17 | To what extent has an official vision for VBHC (“a future-oriented perspective that emphasizes the reasons why you should strive to create that future”) been established within the hospital? | To what extent has an official vision for VBHC (“a future-oriented perspective that emphasizes the reasons why you should strive to create that future”) been established within the hospital? |
| [16,27,29,32,40,41] |
| 18 | If so, which of the following activities have been conducted to promote and disseminate the VBHC vision within the hospital? (Select all that apply) | If so, which of the following activities have been conducted to promote and disseminate the VBHC vision within the hospital? (Select all that apply) |
| [16,27,29,32,40,41] | |
| 19 | To what extent has a tailored business plan (“a detailed document that outlines your hospital’s goals on VBHC, the strategy for achieving them, and the resources required”) been developed to provide a clear, structured, goal-oriented process? | To what extent has a tailored business plan (“a detailed document that outlines your hospital’s goals on VBHC, the strategy for achieving them, and the resources required”) been developed to provide a clear, structured, and goal-oriented process? |
| [16,24,28,33,40,41] | |
| 20 | To what extent are members of the organization regularly updated on the progress of the VBHC plan over time? | To what extent are you informed about the progress of such VBHC plan over time? |
| [14,16,26,31,32,37,40,50] | |
| Anchoring new approaches in the culture | 21 | To what extent have educational initiatives been organized for employees of the organization on the VBHC principles? | To what extent have educational initiatives been organized for you on the VBHC principles? |
| [14,16,24,27,31,32,33,34,39,40] |
| 22 | If so, which of the following educational initiatives have been used? (Select all that apply) | If so, which of the following educational initiatives have been used? (Select all that apply) |
| [14,16,24,27,31,32,33,39,40] | |
| 23 | To what extent has the organization involved the key internal stakeholders (e.g., employees, management teams, clinical staff) in the change process? | To what extent do you feel involved in the change process? |
| [16,24,26,31,32,35,40,50] | |
| 24 | To what extent do employees have the time to work on VBHC activities and anchor changes into their daily work? | To what extent do you have the time to work on VBHC activities and anchor changes into your daily work? |
| [16,28,32,33,37,38] | |
| Commitment to the change program | 25 | To what extent do you believe that the changes introduced by the VBHC model will be your way of delivering care in the long term? | To what extent do you believe that the changes introduced by the VBHC model will be your way of delivering care in the long term? |
| [16,29,32,38] |
| 26 | Which of the following strategies was utilized to support the commitment toward VBHC of the employees within the hospital? (Select all that apply) | Which of the following strategies have been utilized to support your commitment toward VBHC? (Select all that apply) |
| [16,17,51] | |
| 27 | How would you describe the current level of commitment of the employees of the organization? | How would you describe your current level of commitment? |
| [8,14,16,24,25,27,28,32,33,35,37,38,39,40,41,49,50,51,52] | |
| 28 | To what extent have initial successes or challenges/failures, during the change process toward VBHC, impact the level of commitment among the members of the organization? | To what extent have initial successes or challenges/failures, during the change process toward VBHC, impact your level of commitment? |
| [16,29,32,38] | |
| 29 | Which strategies have been implemented to maintain engagement and motivation of the employees of the organization after facing challenges, failures, or initial successes in implementing VBHC? (Select all that apply) | Which strategies have helped maintain your engagement and motivation after facing challenges, failures, or initial successes in implementing VBHC? (Select all that apply) |
| [16,29,32,38] | |
| Removing obstacles | 30 | Which were the main obstacles you encountered during the implementation of VBHC? (Select all that apply) | Which were the main obstacles you encountered during the implementation of VBHC? (Select all that apply) |
| [16] |
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de Mattia, E.; van Staalduinen, D.; Valentini, I.; van der Nat, P.B.; de Belvis, A.G. Development of a Tool to Assess the Implementation and Perception of the Value-Based Healthcare Model: Our Results. Healthcare 2025, 13, 2849. https://doi.org/10.3390/healthcare13222849
de Mattia E, van Staalduinen D, Valentini I, van der Nat PB, de Belvis AG. Development of a Tool to Assess the Implementation and Perception of the Value-Based Healthcare Model: Our Results. Healthcare. 2025; 13(22):2849. https://doi.org/10.3390/healthcare13222849
Chicago/Turabian Stylede Mattia, Egidio, Dorine van Staalduinen, Ilaria Valentini, Paul B van der Nat, and Antonio Giulio de Belvis. 2025. "Development of a Tool to Assess the Implementation and Perception of the Value-Based Healthcare Model: Our Results" Healthcare 13, no. 22: 2849. https://doi.org/10.3390/healthcare13222849
APA Stylede Mattia, E., van Staalduinen, D., Valentini, I., van der Nat, P. B., & de Belvis, A. G. (2025). Development of a Tool to Assess the Implementation and Perception of the Value-Based Healthcare Model: Our Results. Healthcare, 13(22), 2849. https://doi.org/10.3390/healthcare13222849

