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Minkman MMN, Zonneveld N, Hulsebos K, van der Spoel M, Ettema R. The renewed Development Model for Integrated Care: a systematic review and model update. BMC Health Serv Res 2025; 25:434. [PMID: 40140980 PMCID: PMC11938726 DOI: 10.1186/s12913-025-12610-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Accepted: 03/19/2025] [Indexed: 03/28/2025] Open
Abstract
BACKGROUND Organising integrated health services beyond domains in interorganizational networks, can be supported by conceptual models to overview the complexity. The Development Model for Integrated Care (DMIC) is a systematically developed generic model that has been applied to innovate and implement integrated care services in a large range of (international) healthcare settings. After a decade, it is important to incorporate new available literature in the model. Therefore, our aim was to update and further develop the DMIC by incorporating the current body of knowledge. METHODS A systematic literature review and subsequent stepwise systematic update of the DMIC. RESULTS The review of the literature resulted in 179 included studies and eventually 20 new elements for the development model, which could be positioned in the nine clusters. New elements address the importance of the social system and community of the client, proactive care during the life span, digital (care) services and ethical and value driven collaboration in interorganizational networks that cross domains. The added elements for integrated care build further on the nine thematic clusters and the model as a whole, expanded with new accents. CONCLUSION The renewed model emphasizes the connectedness of care within a larger eco-system approach and inter-organizational networks. The model captures current knowledge which can be supportive as a generic conceptual model to develop, implement or innovate integrated services towards health value in societies. Further, it can serve for healthcare services research purposes to reflect on an monitor developments in integrated care settings over time on multiple levels.
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Affiliation(s)
- Mirella M N Minkman
- Tilburg University - TIAS, Warandelaan 2, TIAS Building, Tilburg, 5037 AB, The Netherlands.
- Vilans, National Knowledge center for Care & Support, Utrecht, The Netherlands.
| | - Nick Zonneveld
- Tilburg University - TIAS, Warandelaan 2, TIAS Building, Tilburg, 5037 AB, The Netherlands
- Vilans, National Knowledge center for Care & Support, Utrecht, The Netherlands
| | - Kirsten Hulsebos
- Research Group Personalised Integrated Care, University of Applied Sciences Utrecht, Utrecht, The Netherlands
| | - Marloes van der Spoel
- Research Group Personalised Integrated Care, University of Applied Sciences Utrecht, Utrecht, The Netherlands
| | - Roelof Ettema
- Research Group Personalised Integrated Care, University of Applied Sciences Utrecht, Utrecht, The Netherlands
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Wagner ML, McCarthy C, Bateman MT, Simmons D, Prioli KM. Pharmacists improve diabetes outcomes: a randomized controlled trial. J Am Pharm Assoc (2003) 2021; 62:775-782.e3. [PMID: 35027281 DOI: 10.1016/j.japh.2021.12.015] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 10/15/2021] [Accepted: 12/21/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND There is a growing shortage of primary care physicians. Pharmacists can fill the gap, and interdisciplinary teams are being evaluated as part of health care reform. OBJECTIVE This study aimed to determine whether adding a pharmacist to an interprofessional health team will improve diabetes outcomes. METHODS In this 2-phase pilot study, Medicaid-eligible patients with diabetes were randomized to receive standard of care (control arm) or standard of care plus the care of a pharmacist (intervention arm) for 12 months (phase 1). The primary outcome was change in glycated hemoglobin (A1C) from baseline. Secondary outcomes included identifying and correcting medication therapy problems (MTPs) for comorbid conditions, adherence to preventive care visits, health care utilization, self-rated health, and satisfaction surveys. After phase 1, patients in the control arm who did not achieve an A1C of < 8% were eligible to enroll into phase 2 where they received treatment with a pharmacist for 6 months. RESULTS Of the 239 patients enrolled, 122 completed phase 1. At 12 months, intervention patients' mean A1C was 1.85 percentage point (pp) below baseline versus 0.94 pp for control (between-group difference 0.91 pp; P = 0.0218). Most control patients (79%) who completed phase 1 and enrolled into phase 2 improved their A1C by more than 1 pp (P < 0.01). The pharmacists completed 806 patient visits and identified 2638 MTPs. Intervention patients were more adherent to preventive care visits with nutrition (P = 0.043), ophthalmology (P = 0.002), and dentistry (P = 0.007). For intervention patients, 78% rated their experience with the pharmacist as excellent whereas, for control patients, 37% rated their experience with their provider as excellent. CONCLUSION Pharmacist comanagement of patients with diabetes can significantly improve glucose control and patient satisfaction. Creative payment models were used to include pharmacists in the interprofessional patient care team.
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Factors influencing the implementation of pharmaceutical care in outpatient settings: A systematic review applying the Consolidated Framework for Implementation Research. Res Social Adm Pharm 2021; 18:2579-2592. [PMID: 34158263 DOI: 10.1016/j.sapharm.2021.06.011] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 05/18/2021] [Accepted: 06/13/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND Pharmaceutical care in outpatient settings is a type of health service that has been shown to contribute to decreasing drug-related morbidity and mortality rates. However, every process of implementing a new service brings about changes and transformations in the work routine, thus posing challenges. OBJECTIVES This systematic review aims to identify barriers to and facilitators for the implementation of pharmaceutical care in outpatient settings by applying the CFIR method, a framework based on the theory of health services, used to analyze and synthesize research data, which can direct strategies for the service to work as planned. METHODS A systematic review was conducted exploring the barriers to and facilitators for the implementation of pharmaceutical care in outpatient settings. The MEDLINE, EMBASE, CINAHL, COCHRANE, and LILACS databases were consulted. RESULTS Eight studies were included: five qualitative ones, two mixed-method ones, and a quantitative one. The most frequent CFIR constructs identified were Patient Needs and Resources (n = 30, 10.75%), Knowledge and Beliefs about the Intervention (n = 31, 11.11%), Networks and Communications (n = 34, 12.19%), and Available Resources (n = 56, 20.07%). The most cited barriers were: insufficient human resources, patients' unawareness of the existence of the pharmaceutical care service, and pharmacists' resistance to changes. Facilitators included: the opportune presentation of the service to the healthcare team; the use of electronic devices for specific guidance; and the assessment of patient satisfaction. CONCLUSIONS This systematic review allowed detecting key guidelines to improve the implementation process, including (1) defining an implementation method and exploring it extensively during the pre-implementation phase, (2) ensuring human and financial resources, (3) determining how the new service will interact with other existing services. More research is needed to understand how these factors can affect the implementation of clinical services.
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Naseman KW, Faiella AS, Lambert GM. Pharmacist-Provided Diabetes Education and Management in a Diverse, Medically Underserved Population. Diabetes Spectr 2020; 33:210-214. [PMID: 32425459 PMCID: PMC7228821 DOI: 10.2337/ds19-0048] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
- Kristina Wood Naseman
- The Ohio State University College of Pharmacy, Columbus, OH
- Heart of Ohio Family Health, Columbus, OH
| | - Andrew S. Faiella
- The Ohio State University College of Pharmacy, Columbus, OH
- Heart of Ohio Family Health, Columbus, OH
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Parrish II RH, Casher D, van den Anker J, Benavides S. Creating a Pharmacotherapy Collaborative Practice Network to Manage Medications for Children and Youth: A Population Health Perspective. CHILDREN (BASEL, SWITZERLAND) 2019; 6:E58. [PMID: 30970616 PMCID: PMC6518168 DOI: 10.3390/children6040058] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Revised: 04/02/2019] [Accepted: 04/03/2019] [Indexed: 02/07/2023]
Abstract
Children with special health care needs (CSHCN) use relatively high quantities of healthcare resources and have overall higher morbidity than the general pediatric population. Embedding clinical pharmacists into the Patient-Centered Medical Home (PCMH) to provide comprehensive medication management (CMM) through collaborative practice agreements (CPAs) for children, especially for CSHCN, can improve outcomes, enhance the experience of care for families, and reduce the cost of care. Potential network infrastructures for collaborative practice focused on CSHCN populations, common language and terminology for CMM, and clinical pharmacist workforce estimates are provided. Applying the results from the CMM in Primary Care grant, this paper outlines the following: (1) setting up collaborative practices for CMM between clinical pharmacists and pediatricians (primary care pediatricians and sub-specialties, such as pediatric clinical pharmacology); (2) proposing various models, organizational structures, design requirements, and shared electronic health record (EHR) needs; and (3) outlining consistent documentation of CMM by clinical pharmacists in CSHCN populations.
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Affiliation(s)
- Richard H Parrish II
- Department of Pharmacy Services, St. Christopher's Hospital for Children ⁻ American Academic Health System, 160 East Erie Avenue, Philadelphia, PA 19134, USA.
- School of Pharmacy, Virginia Commonwealth University, Richmond, VA 23298, USA.
| | - Danielle Casher
- Department of Pediatrics, Drexel University College of Medicine, Philadelphia, PA 19134, USA.
| | - Johannes van den Anker
- Universitäts-Kinderspital beider Basel (UKBB), Spitalstrasse 33, CH-4031 Basel, Switzerland.
- Children's National Health System, 111 Michigan Avenue, Washington, DC 20010, USA.
- Erasmus Medical Center-Sophia Children's Hospital, s-Gravendijkwal 230, 3015 CE Rotterdam, The Netherlands.
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Evaluation of a pharmacist–physician covisit model in a family medicine practice. J Am Pharm Assoc (2003) 2019; 59:129-135. [DOI: 10.1016/j.japh.2018.09.010] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Revised: 08/30/2018] [Accepted: 09/25/2018] [Indexed: 01/17/2023]
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Peterson J, Hinds A, Garza A, Barner J, Hill L, Nguyen M, Lai P, Gums T. Impact of Physician-Pharmacist Covisits at a Primary Care Clinic in Patients With Uncontrolled Diabetes. J Pharm Pract 2018; 33:321-325. [PMID: 30428760 DOI: 10.1177/0897190018807374] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE A popular method for enhancing medication management within a patient-centered medical home (PCMH) is the physician-pharmacist collaborative management (PPCM) model. To improve efficiency of health-care delivery within 4 federally qualified health centers (FQHCs), the PPCM model was implemented through coordinated physician-pharmacist covisits. OBJECTIVE To evaluate the impact of physician-pharmacist covisits on clinical outcomes among patients with uncontrolled diabetes. METHODOLOGY This was a retrospective multicenter cohort study including adults (≥18 years old) with uncontrolled type 1 or type 2 diabetes (hemoglobin A1c [HbA1c] ≥ 8 %) who had at least one covisit between January 1, 2013, and October 1, 2016. The primary clinical metric was mean change in HbA1c from baseline to follow-up. Secondary outcomes included adherence to select American Diabetes Association (ADA) Standards of Medical Care. RESULTS A total of 106 patients were included in this analysis. Patients who were managed in the PPCM model experienced a significant decrease in mean change in HbA1c from baseline to follow-up (-1.75 [2.63], P < .001). There was no significant difference in the proportion of patients receiving recommended vaccinations or cardiovascular (CV) risk reduction medications. CONCLUSION The results suggest that physician-pharmacist covisits may improve glucose control in patients with uncontrolled diabetes.
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Affiliation(s)
- Jasmine Peterson
- Department of Pharmacy, CommUnityCare Federally Qualified Health Centers-North Central, Austin, TX, USA
| | - April Hinds
- Department of Pharmacy, CommUnityCare Federally Qualified Health Centers-North Central, Austin, TX, USA.,Department of Pharmacy, The University of Texas at Austin, Austin, TX, USA
| | - Aida Garza
- Department of Pharmacy, CommUnityCare Federally Qualified Health Centers-North Central, Austin, TX, USA
| | - Jamie Barner
- Department of Pharmacy, The University of Texas at Austin, Austin, TX, USA
| | - Lucas Hill
- Department of Pharmacy, CommUnityCare Federally Qualified Health Centers-North Central, Austin, TX, USA.,Department of Pharmacy, The University of Texas at Austin, Austin, TX, USA
| | - Michelle Nguyen
- Department of Pharmacy, CommUnityCare Federally Qualified Health Centers-North Central, Austin, TX, USA
| | - Phillip Lai
- Department of Pharmacy, CommUnityCare Federally Qualified Health Centers-North Central, Austin, TX, USA
| | - Tyler Gums
- Department of Pharmacy, The University of Texas at Austin, Austin, TX, USA
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Chavez B, Kosirog E, Brunner JM. Impact of a Bilingual Pharmacy Diabetes Service in a Federally Qualified Health Center. Ann Pharmacother 2018; 52:1218-1223. [PMID: 29871511 DOI: 10.1177/1060028018781852] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Diabetes and its complications disproportionately affect Hispanic patients, many of whom receive care at federally qualified health centers (FQHCs) and prefer to receive care in a language other than English. There is little published data on clinical pharmacy diabetes services in this setting. OBJECTIVE This study aims to measure the impact of a Collaborative Drug Therapy Management-driven bilingual clinical pharmacy service on diabetes outcomes in an FQHC that primarily serves Hispanic patients, many of whom prefer to receive their care in Spanish. METHODS Patients were included if they had a diagnosis of diabetes and initial pharmacy visit between July 1, 2015, and March 31, 2016. Individual charts were analyzed for changes in hemoglobin A1C (A1C), changes in blood pressure (BP), number of visits, ethnicity, and primary language preference. Data for these patients were collected through September 30, 2016. RESULTS The median preintervention A1C was 10.5%; the median postintervention A1C was 9.1% (n = 211; P < 0.0001). Statistically significant BP reductions were also found in patients with uncontrolled hypertension at baseline. There were no statistically significant differences in A1C improvement based on ethnicity or language preference. Conclusion and Relevance: Patients with diabetes managed by Spanish-speaking clinical pharmacists had significant improvement in their A1C. Hispanic and non-Hispanic patients, as well as patients who preferred their care in Spanish, had similar improvements in A1C. Clinical pharmacists who speak Spanish may help reduce diabetes-related health disparities in this population. This collaborative care model could be replicated at other institutions to help underserved patients.
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Affiliation(s)
- Benjamin Chavez
- 1 University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO, USA
| | - Emily Kosirog
- 1 University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO, USA
| | - Jason M Brunner
- 1 University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO, USA
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